Plotly

Plotly is a free and open-source graphing library for Python.

• The popular Pandas data analysis and manipulation tool provides plotting functions on its DataFrame and Series objects, which have historically produced matplotlib plots.

• Since version 0.25, Pandas has provided a mechanism to use different backends, and as of version 4.8 of plotly, you can now use a Plotly Express-powered backend for Pandas plotting. This means you can now produce interactive plots directly from a data frame, without even needing to import Plotly.

Installation

• To activate this backend, you will need to have Plotly installed.

plotly may be installed using pip

cmd
pip install plotly

or conda.

cmd
conda install -c plotly plotly

• This package contains everything you need to write figures to standalone HTML files.

Note: No internet connection, account, or payment is required to use plotly.py. Prior to version 4, this library could operate in either an "online" or "offline" mode. The documentation tended to emphasize the online mode, where graphs get published to the Chart Studio web service. In version 4, all "online" functionality was removed from the plotly package and is now available as the separate, optional, chart-studio package (See below). plotly.py version 4 is "offline" only, and does not include any functionality for uploading figures or data to cloud services.

• Then just need to set pd.options.plotting.backend to "plotly" and call .plot() to get a plotly.graph_objects.Figure object back, just like if you had called Plotly Express directly:

import plotly.graph_objects as go

## It generate a bar graph
fig = go.Figure(data=go.Bar(y=[2, 3, 1]))
fig.write_html('first_figure.html', auto_open=True)
##Double click on first_figure.html file to open in web browser

Note: Make sure you only have one installation of Python on your computer when you do this, otherwise the installation may not work.

18.3.2 Jupyter Notebook Installation (Additional)

Note: If you already have anaconda installed or juputer notebook installed no need to install it again, but check with the specified version also.

For use in the classic Jupyter Notebook, install the notebook and ipywidgets packages using pip.

cmd
pip install "notebook>=5.3" "ipywidgets>=7.2"

or conda.

cmd
conda install "notebook>=5.3" "ipywidgets>=7.2"

These packages contain everything you need to run a Jupyter notebook.

jupyter notebook

and display plotly figures inline using the notebook renderer.

import plotly.graph_objects as go
fig = go.Figure(data=go.Bar(y=[2, 3, 1]))
fig.show()

18.3.3 JupyterLab Installation (Python 3.5+)

For use in JupyterLab, install the jupyterlab and ipywidgets packages using pip.

cmd
pip install jupyterlab "ipywidgets>=7.5"

or conda.

cmd
conda install jupyterlab "ipywidgets=7.5"

Then run the following commands to install the required JupyterLab extensions (note that this will require node to be installed):

JupyterLab renderer support

cmd
jupyter labextension install jupyterlab-plotly@4.9.0

OPTIONAL: Jupyter widgets extension

cmd
jupyter labextension install @jupyter-widgets/jupyterlab-manager plotlywidget@4.9.0

These packages contain everything you need to run JupyterLab

cmd
jupyter lab

and display plotly figures inline using the plotly_mimetype renderer.

import plotly.graph_objects as go
fig = go.Figure(data=go.Bar(y=[2, 3, 1]))
fig.show()

18.3.4 Plotly Express in Python

Plotly Express is a terse, consistent, high-level API for creating figures.

• The plotly.express module (usually imported as px) contains functions that can create entire figures at once, and is referred to as Plotly Express or PX.
• Plotly Express is a built-in part of the plotly library, and is the recommended starting point for creating most common figures.

• Every Plotly Express function uses graph objects internally and returns a plotly.graph_objects.Figure instance.

• Plotly Express provides more than 30 functions for creating different types of figures. The API for these functions was carefully designed to be as consistent and easy to learn as possible, making it easy to switch from a scatter plot to a bar chart to a histogram to a sunburst chart throughout a data exploration session. Scroll down for a gallery of Plotly Express plots, each made in a single function call.

Plotly Express currently includes the following functions:

1) Basics: scatter, line, area, bar, funnel, timeline
2) Part-of-Whole: pie, sunburst, treemap, funnel_area
3) 1D Distributions: histogram, box, violin, strip
4) 2D Distributions: density_heatmap, density_contour
5) Matrix Input: imshow
6) 3-Dimensional: scatter_3d, line_3d
7) Multidimensional: scatter_matrix, parallel_coordinates, parallel_categories
8) Tile Maps: scatter_mapbox, line_mapbox, choropleth_mapbox, density_mapbox
9) Outline Maps: scatter_geo, line_geo, choropleth
10) Polar Charts: scatter_polar, line_polar, bar_polar
11) Ternary Charts: scatter_ternary, line_ternary

The following set of figures is just a sampling of what can be done with Plotly Express.

18.3.4.1 Scatter, Line, Area and Bar Charts

## Scatter Plot
import plotly.express as px

df = px.data.iris()
fig = px.scatter(df, x="sepal_width", y="sepal_length", color="species")
fig.show()

## Scatter Plot with error bar
import plotly.express as px

df = px.data.iris()
df["e"] = df["sepal_width"]/100
fig = px.scatter(df, x="sepal_width", y="sepal_length", color="species", error_x="e", error_y="e")
fig.show()

## Scatter Plot with trendlines
import plotly.express as px

df = px.data.iris()
fig = px.scatter(df, x="sepal_width", y="sepal_length", color="species", marginal_y="violin",
           marginal_x="box", trendline="ols")
fig.show()

## Bar Chats
import plotly.express as px

df = px.data.tips()
fig = px.bar(df, x="sex", y="total_bill", color="smoker", barmode="group")
fig.show()

## facet plots.
import plotly.express as px

df = px.data.tips()
fig = px.bar(df, x="sex", y="total_bill", color="smoker", barmode="group", facet_row="time", facet_col="day",
       category_orders={"day": ["Thur", "Fri", "Sat", "Sun"], "time": ["Lunch", "Dinner"]})
fig.show()

## scatterplot matrices (SPLOMs).
import plotly.express as px

df = px.data.iris()
fig = px.scatter_matrix(df, dimensions=["sepal_width", "sepal_length", "petal_width", "petal_length"], color="species")
fig.show()

df = px.data.iris()
df

	sepal_length	sepal_width	petal_length	petal_width	species	species_id
0	5.1	3.5	1.4	0.2	setosa	1
1	4.9	3.0	1.4	0.2	setosa	1
2	4.7	3.2	1.3	0.2	setosa	1
3	4.6	3.1	1.5	0.2	setosa	1
4	5.0	3.6	1.4	0.2	setosa	1
...	...	...	...	...	...	...
145	6.7	3.0	5.2	2.3	virginica	3
146	6.3	2.5	5.0	1.9	virginica	3
147	6.5	3.0	5.2	2.0	virginica	3
148	6.2	3.4	5.4	2.3	virginica	3
149	5.9	3.0	5.1	1.8	virginica	3

150 rows × 6 columns

## Multidimensional Parallel Coordinates
import plotly.express as px

df = px.data.iris()
fig = px.parallel_coordinates(df, color="species_id", labels={"species_id": "Species",
                  "sepal_width": "Sepal Width", "sepal_length": "Sepal Length",
                  "petal_width": "Petal Width", "petal_length": "Petal Length", },
                    color_continuous_scale=px.colors.diverging.Tealrose, color_continuous_midpoint=2)
fig.show()

More Details of parallel coordinates and parallel categories

## Multidimensional Parallel Categories
import plotly.express as px

df = px.data.tips()
fig = px.parallel_categories(df, color="size", color_continuous_scale=px.colors.sequential.Inferno)
fig.show()

## Boubble plots with hover labels.
import plotly.express as px

df = px.data.gapminder()
fig = px.scatter(df.query("year==2007"), x="gdpPercap", y="lifeExp", size="pop", color="continent",
           hover_name="country", log_x=True, size_max=60)
fig.show()

px.data.gapminder()

	country	continent	year	lifeExp	pop	gdpPercap	iso_alpha	iso_num
0	Afghanistan	Asia	1952	28.801	8425333	779.445314	AFG	4
1	Afghanistan	Asia	1957	30.332	9240934	820.853030	AFG	4
2	Afghanistan	Asia	1962	31.997	10267083	853.100710	AFG	4
3	Afghanistan	Asia	1967	34.020	11537966	836.197138	AFG	4
4	Afghanistan	Asia	1972	36.088	13079460	739.981106	AFG	4
...	...	...	...	...	...	...	...	...
1699	Zimbabwe	Africa	1987	62.351	9216418	706.157306	ZWE	716
1700	Zimbabwe	Africa	1992	60.377	10704340	693.420786	ZWE	716
1701	Zimbabwe	Africa	1997	46.809	11404948	792.449960	ZWE	716
1702	Zimbabwe	Africa	2002	39.989	11926563	672.038623	ZWE	716
1703	Zimbabwe	Africa	2007	43.487	12311143	469.709298	ZWE	716

1704 rows × 8 columns

## Animations.
import plotly.express as px

df = px.data.gapminder()
fig = px.scatter(df, x="gdpPercap", y="lifeExp", animation_frame="year", animation_group="country",
           size="iso_num", color="continent", hover_name="country", facet_col="continent",
           log_x=True, size_max=45, range_x=[100,100000], range_y=[25,90])
fig.show()

## Line chart
import plotly.express as px
df = px.data.gapminder()
fig = px.line(df, x="year", y="lifeExp", color="continent", line_group="country", hover_name="country",
        line_shape="spline", render_mode="svg")
fig.show()

## Area Charts
import plotly.express as px

df = px.data.gapminder()
fig = px.area(df, x="year", y="pop", color="continent", line_group="country")
fig.show()

18.3.4.2 Whole Charts

## Make sure to use latest version of `pyplot` to avail all the features
import plotly
print(plotly.__version__)

5.6.0

df =px.data.gapminder()
type(df)

pandas.core.frame.DataFrame

px.data.gapminder().query("year == 2007").query("continent == 'Europe'")

	country	continent	year	lifeExp	pop	gdpPercap	iso_alpha	iso_num
23	Albania	Europe	2007	76.423	3600523	5937.029526	ALB	8
83	Austria	Europe	2007	79.829	8199783	36126.492700	AUT	40
119	Belgium	Europe	2007	79.441	10392226	33692.605080	BEL	56
155	Bosnia and Herzegovina	Europe	2007	74.852	4552198	7446.298803	BIH	70
191	Bulgaria	Europe	2007	73.005	7322858	10680.792820	BGR	100
383	Croatia	Europe	2007	75.748	4493312	14619.222720	HRV	191
407	Czech Republic	Europe	2007	76.486	10228744	22833.308510	CZE	203
419	Denmark	Europe	2007	78.332	5468120	35278.418740	DNK	208
527	Finland	Europe	2007	79.313	5238460	33207.084400	FIN	246
539	France	Europe	2007	80.657	61083916	30470.016700	FRA	250
575	Germany	Europe	2007	79.406	82400996	32170.374420	DEU	276
599	Greece	Europe	2007	79.483	10706290	27538.411880	GRC	300
683	Hungary	Europe	2007	73.338	9956108	18008.944440	HUN	348
695	Iceland	Europe	2007	81.757	301931	36180.789190	ISL	352
755	Ireland	Europe	2007	78.885	4109086	40675.996350	IRL	372
779	Italy	Europe	2007	80.546	58147733	28569.719700	ITA	380
1019	Montenegro	Europe	2007	74.543	684736	9253.896111	MNE	499
1091	Netherlands	Europe	2007	79.762	16570613	36797.933320	NLD	528
1151	Norway	Europe	2007	80.196	4627926	49357.190170	NOR	578
1235	Poland	Europe	2007	75.563	38518241	15389.924680	POL	616
1247	Portugal	Europe	2007	78.098	10642836	20509.647770	PRT	620
1283	Romania	Europe	2007	72.476	22276056	10808.475610	ROU	642
1343	Serbia	Europe	2007	74.002	10150265	9786.534714	SRB	688
1379	Slovak Republic	Europe	2007	74.663	5447502	18678.314350	SVK	703
1391	Slovenia	Europe	2007	77.926	2009245	25768.257590	SVN	705
1427	Spain	Europe	2007	80.941	40448191	28821.063700	ESP	724
1475	Sweden	Europe	2007	80.884	9031088	33859.748350	SWE	752
1487	Switzerland	Europe	2007	81.701	7554661	37506.419070	CHE	756
1583	Turkey	Europe	2007	71.777	71158647	8458.276384	TUR	792
1607	United Kingdom	Europe	2007	79.425	60776238	33203.261280	GBR	826

## Pie Chart
import plotly.express as px

df = px.data.gapminder().query("year == 2007").query("continent == 'Europe'")
df.loc[df['pop'] < 2.e6, 'country'] = 'Other countries' # Represent only large countries
fig = px.pie(df, values='pop', names='country', title='Population of European continent')
fig.show()

## Sunburst chart
import plotly.express as px

df = px.data.gapminder().query("year == 2007")
fig = px.sunburst(df, path=['continent', 'country'], values='pop',
                  color='lifeExp', hover_data=['iso_alpha'])
fig.show()

## Treemaps
import plotly.express as px

import numpy as np
df = px.data.gapminder().query("year == 2007")
fig = px.treemap(df, path=[px.Constant('govind'), 'continent', 'country'], values='pop',
                  color='lifeExp', hover_data=['iso_alpha'])
fig.show()

18.3.4.3 1D Distributions

## Histograms.
import plotly.express as px

df = px.data.tips()
fig = px.histogram(df, x="total_bill", y="tip", color="sex", marginal="rug", hover_data=df.columns)
fig.show()

## Box plots.
import plotly.express as px

df = px.data.tips()
fig = px.box(df, x="day", y="tip", color="smoker", notched=True)
fig.show()

px.data.tips()

	total_bill	tip	sex	smoker	day	time	size
0	16.99	1.01	Female	No	Sun	Dinner	2
1	10.34	1.66	Male	No	Sun	Dinner	3
2	21.01	3.50	Male	No	Sun	Dinner	3
3	23.68	3.31	Male	No	Sun	Dinner	2
4	24.59	3.61	Female	No	Sun	Dinner	4
...	...	...	...	...	...	...	...
239	29.03	5.92	Male	No	Sat	Dinner	3
240	27.18	2.00	Female	Yes	Sat	Dinner	2
241	22.67	2.00	Male	Yes	Sat	Dinner	2
242	17.82	1.75	Male	No	Sat	Dinner	2
243	18.78	3.00	Female	No	Thur	Dinner	2

244 rows × 7 columns

## Violin plots.
import plotly.express as px

df = px.data.tips()
fig = px.violin(df, y="tip", x="smoker", color="sex", box=True, points="all", hover_data=df.columns)
fig.show()

import plotly.express as px
df = px.data.tips()
fig = px.strip(df, x="total_bill", y="time", orientation="h", color="smoker")
fig.show()

18.3.4.4 2D Distributions

## Density Contour Plot
import plotly.express as px
df = px.data.iris()
fig = px.density_contour(df, x="sepal_width", y="sepal_length")
fig.show()

## Density Contour Plot with distribution
import plotly.express as px

df = px.data.iris()
fig = px.density_contour(df, x="sepal_width", y="sepal_length", color="species", marginal_x="rug", marginal_y="histogram")
fig.show()

## Density Heatmap
import plotly.express as px

df = px.data.iris()
fig = px.density_heatmap(df, x="sepal_width", y="sepal_length", marginal_x="rug", marginal_y="histogram")
fig.show()

18.3.4.5 Images and Heatmaps

## Heatmaps and Images.

import plotly.express as px

fig = px.imshow([[1, 40, 30],
                 [20, 1, 60],
                 [30, 90, 1]])
fig.show()

## RGB Image show
import plotly.express as px

import numpy as np
img_rgb = np.array([[[255, 0, 0], [0, 255, 0], [0, 0, 255]],
                    [[0, 255, 0], [0, 0, 255], [255, 0, 0]]
                   ], dtype=np.uint8)
fig = px.imshow(img_rgb)
fig.show()

px.data.election()

	district	Coderre	Bergeron	Joly	total	winner	result	district_id
0	101-Bois-de-Liesse	2481	1829	3024	7334	Joly	plurality	101
1	102-Cap-Saint-Jacques	2525	1163	2675	6363	Joly	plurality	102
2	11-Sault-au-Récollet	3348	2770	2532	8650	Coderre	plurality	11
3	111-Mile-End	1734	4782	2514	9030	Bergeron	majority	111
4	112-DeLorimier	1770	5933	3044	10747	Bergeron	majority	112
5	113-Jeanne-Mance	1455	3599	2316	7370	Bergeron	plurality	113
6	12-Saint-Sulpice	3252	2521	2543	8316	Coderre	plurality	12
7	121-La Pointe-aux-Prairies	5456	1760	3330	10546	Coderre	majority	121
8	122-Pointe-aux-Trembles	4734	1879	2852	9465	Coderre	majority	122
9	123-Rivière-des-Prairies	5737	958	1656	8351	Coderre	majority	123
10	13-Ahuntsic	2979	3430	2873	9282	Bergeron	plurality	13
11	131-Saint-Édouard	1827	6408	2815	11050	Bergeron	majority	131
12	132-Étienne-Desmarteau	2331	5748	2788	10867	Bergeron	majority	132
13	133-Vieux-Rosemont	2670	4962	3234	10866	Bergeron	plurality	133
14	134-Marie-Victorin	3673	3155	2431	9259	Coderre	plurality	134
15	14-Bordeaux-Cartierville	3612	1554	2081	7247	Coderre	plurality	14
16	141-Côte-de-Liesse	4308	1320	3959	9587	Coderre	plurality	141
17	142-Norman-McLaren	4104	1459	2822	8385	Coderre	plurality	142
18	151-Saint-Léonard-Est	3931	882	1641	6454	Coderre	majority	151
19	152-Saint-Léonard-Ouest	5387	1184	1908	8479	Coderre	majority	152
20	161-Saint-HenriPetite-BourgognePointe-Saint-Ch...	2432	3368	3578	9378	Joly	plurality	161
21	162-Saint-PaulÉmard	2566	2092	2438	7096	Coderre	plurality	162
22	171-ChamplainL'Île-des-Soeurs	3347	2562	3291	9200	Coderre	plurality	171
23	172-Desmarchais-Crawford	2476	2631	2849	7956	Joly	plurality	172
24	181-Peter-McGill	1451	754	1894	4099	Joly	plurality	181
25	182-Saint-Jacques	1906	2169	2282	6357	Joly	plurality	182
26	183-Sainte-Marie	1347	2827	2271	6445	Bergeron	plurality	183
27	191-Saint-Michel	3668	984	1220	5872	Coderre	majority	191
28	192-François-Perrault	2878	2666	2039	7583	Coderre	plurality	192
29	193-Villeray	2201	5819	2782	10802	Bergeron	majority	193
30	194-Parc-Extension	2420	1793	1402	5615	Coderre	plurality	194
31	21-Ouest	2184	691	1076	3951	Coderre	majority	21
32	22-Est	1589	708	1172	3469	Coderre	plurality	22
33	23-Centre	2526	851	1286	4663	Coderre	majority	23
34	31-Darlington	1873	1182	1232	4287	Coderre	plurality	31
35	32-Côte-des-Neiges	1644	1950	1578	5172	Bergeron	plurality	32
36	33-Snowdon	1548	1503	1636	4687	Joly	plurality	33
37	34-Notre-Dame-de-Grâce	1773	2653	3262	7688	Joly	plurality	34
38	35-Loyola	2040	1437	2648	6125	Joly	plurality	35
39	41-du Canal	1165	832	1266	3263	Joly	plurality	41
40	42-J.-Émery-Provost	1193	653	1157	3003	Coderre	plurality	42
41	43-Fort-Rolland	1325	1205	1908	4438	Joly	plurality	43
42	51-Sault-Saint-Louis	4201	1642	3717	9560	Coderre	plurality	51
43	52-Cecil-P.-Newman	3536	1330	2943	7809	Coderre	plurality	52
44	61-Pierre-Foretier	631	258	998	1887	Joly	majority	61
45	62-Denis-Benjamin-Viger	595	226	1068	1889	Joly	majority	62
46	63-Jacques-Bizard	518	224	690	1432	Joly	plurality	63
47	64-Sainte-Geneviève	332	131	326	789	Coderre	plurality	64
48	71-Tétreaultville	3694	2589	3454	9737	Coderre	plurality	71
49	72-MaisonneuveLongue-Pointe	2746	3250	3139	9135	Bergeron	plurality	72
50	73-Hochelaga	1546	3679	2675	7900	Bergeron	plurality	73
51	74-Louis-Riel	3509	2178	2338	8025	Coderre	plurality	74
52	81-Marie-Clarac	6591	1085	1435	9111	Coderre	majority	81
53	82-Ovide-Clermont	6229	780	1051	8060	Coderre	majority	82
54	91-Claude-Ryan	996	643	423	2062	Coderre	plurality	91
55	92-Joseph-Beaubien	540	833	592	1965	Bergeron	plurality	92
56	93-Robert-Bourassa	446	465	419	1330	Bergeron	plurality	93
57	94-Jeanne-Sauvé	491	698	489	1678	Bergeron	plurality	94

18.3.4.6 3D Coordinates

## 3D scatter plots
import plotly.express as px

df = px.data.election()
fig = px.scatter_3d(df, x="Joly", y="Coderre", z="Bergeron", color="winner", size="total", hover_name="district",
                  symbol="result", color_discrete_map = {"Joly": "blue", "Bergeron": "green", "Coderre":"red"})
fig.show()

18.3.5.7 Tile maps and point on tile maps.

px.data.carshare()

	centroid_lat	centroid_lon	car_hours	peak_hour
0	45.471549	-73.588684	1772.750000	2
1	45.543865	-73.562456	986.333333	23
2	45.487640	-73.642767	354.750000	20
3	45.522870	-73.595677	560.166667	23
4	45.453971	-73.738946	2836.666667	19
...	...	...	...	...
244	45.547171	-73.556258	951.416667	3
245	45.546482	-73.574939	795.416667	2
246	45.495523	-73.627725	425.750000	8
247	45.521199	-73.581789	1044.833333	17
248	45.532564	-73.567535	694.916667	5

249 rows × 4 columns

## Scatter Mapbox
import plotly.express as px

df = px.data.carshare() #Each row represents the availability of car-sharing services near the centroid of a zone in Montreal over a month-long period.
fig = px.scatter_mapbox(df, lat="centroid_lat", lon="centroid_lon", color="peak_hour", size="car_hours",
                  color_continuous_scale=px.colors.cyclical.IceFire, size_max=15, zoom=10,
                  mapbox_style="carto-positron")
fig.show()

## Tile map GeoJSON choropleths.
import plotly.express as px

df = px.data.election() #Each feature represents an electoral district in the 2013 Montreal mayoral election.
geojson = px.data.election_geojson()

fig = px.choropleth_mapbox(df, geojson=geojson, color="Bergeron",
                           locations="district", featureidkey="properties.district",
                           center={"lat": 45.5517, "lon": -73.7073},
                           mapbox_style="carto-positron", zoom=9)
fig.show()

px.data.election()

	district	Coderre	Bergeron	Joly	total	winner	result	district_id
0	101-Bois-de-Liesse	2481	1829	3024	7334	Joly	plurality	101
1	102-Cap-Saint-Jacques	2525	1163	2675	6363	Joly	plurality	102
2	11-Sault-au-Récollet	3348	2770	2532	8650	Coderre	plurality	11
3	111-Mile-End	1734	4782	2514	9030	Bergeron	majority	111
4	112-DeLorimier	1770	5933	3044	10747	Bergeron	majority	112
5	113-Jeanne-Mance	1455	3599	2316	7370	Bergeron	plurality	113
6	12-Saint-Sulpice	3252	2521	2543	8316	Coderre	plurality	12
7	121-La Pointe-aux-Prairies	5456	1760	3330	10546	Coderre	majority	121
8	122-Pointe-aux-Trembles	4734	1879	2852	9465	Coderre	majority	122
9	123-Rivière-des-Prairies	5737	958	1656	8351	Coderre	majority	123
10	13-Ahuntsic	2979	3430	2873	9282	Bergeron	plurality	13
11	131-Saint-Édouard	1827	6408	2815	11050	Bergeron	majority	131
12	132-Étienne-Desmarteau	2331	5748	2788	10867	Bergeron	majority	132
13	133-Vieux-Rosemont	2670	4962	3234	10866	Bergeron	plurality	133
14	134-Marie-Victorin	3673	3155	2431	9259	Coderre	plurality	134
15	14-Bordeaux-Cartierville	3612	1554	2081	7247	Coderre	plurality	14
16	141-Côte-de-Liesse	4308	1320	3959	9587	Coderre	plurality	141
17	142-Norman-McLaren	4104	1459	2822	8385	Coderre	plurality	142
18	151-Saint-Léonard-Est	3931	882	1641	6454	Coderre	majority	151
19	152-Saint-Léonard-Ouest	5387	1184	1908	8479	Coderre	majority	152
20	161-Saint-HenriPetite-BourgognePointe-Saint-Ch...	2432	3368	3578	9378	Joly	plurality	161
21	162-Saint-PaulÉmard	2566	2092	2438	7096	Coderre	plurality	162
22	171-ChamplainL'Île-des-Soeurs	3347	2562	3291	9200	Coderre	plurality	171
23	172-Desmarchais-Crawford	2476	2631	2849	7956	Joly	plurality	172
24	181-Peter-McGill	1451	754	1894	4099	Joly	plurality	181
25	182-Saint-Jacques	1906	2169	2282	6357	Joly	plurality	182
26	183-Sainte-Marie	1347	2827	2271	6445	Bergeron	plurality	183
27	191-Saint-Michel	3668	984	1220	5872	Coderre	majority	191
28	192-François-Perrault	2878	2666	2039	7583	Coderre	plurality	192
29	193-Villeray	2201	5819	2782	10802	Bergeron	majority	193
30	194-Parc-Extension	2420	1793	1402	5615	Coderre	plurality	194
31	21-Ouest	2184	691	1076	3951	Coderre	majority	21
32	22-Est	1589	708	1172	3469	Coderre	plurality	22
33	23-Centre	2526	851	1286	4663	Coderre	majority	23
34	31-Darlington	1873	1182	1232	4287	Coderre	plurality	31
35	32-Côte-des-Neiges	1644	1950	1578	5172	Bergeron	plurality	32
36	33-Snowdon	1548	1503	1636	4687	Joly	plurality	33
37	34-Notre-Dame-de-Grâce	1773	2653	3262	7688	Joly	plurality	34
38	35-Loyola	2040	1437	2648	6125	Joly	plurality	35
39	41-du Canal	1165	832	1266	3263	Joly	plurality	41
40	42-J.-Émery-Provost	1193	653	1157	3003	Coderre	plurality	42
41	43-Fort-Rolland	1325	1205	1908	4438	Joly	plurality	43
42	51-Sault-Saint-Louis	4201	1642	3717	9560	Coderre	plurality	51
43	52-Cecil-P.-Newman	3536	1330	2943	7809	Coderre	plurality	52
44	61-Pierre-Foretier	631	258	998	1887	Joly	majority	61
45	62-Denis-Benjamin-Viger	595	226	1068	1889	Joly	majority	62
46	63-Jacques-Bizard	518	224	690	1432	Joly	plurality	63
47	64-Sainte-Geneviève	332	131	326	789	Coderre	plurality	64
48	71-Tétreaultville	3694	2589	3454	9737	Coderre	plurality	71
49	72-MaisonneuveLongue-Pointe	2746	3250	3139	9135	Bergeron	plurality	72
50	73-Hochelaga	1546	3679	2675	7900	Bergeron	plurality	73
51	74-Louis-Riel	3509	2178	2338	8025	Coderre	plurality	74
52	81-Marie-Clarac	6591	1085	1435	9111	Coderre	majority	81
53	82-Ovide-Clermont	6229	780	1051	8060	Coderre	majority	82
54	91-Claude-Ryan	996	643	423	2062	Coderre	plurality	91
55	92-Joseph-Beaubien	540	833	592	1965	Bergeron	plurality	92
56	93-Robert-Bourassa	446	465	419	1330	Bergeron	plurality	93
57	94-Jeanne-Sauvé	491	698	489	1678	Bergeron	plurality	94

px.data.election_geojson()

{'type': 'FeatureCollection',
 'features': [{'type': 'Feature',
   'geometry': {'type': 'MultiPolygon',
    'coordinates': [[[[-73.6363215300962, 45.5759177646435],
       [-73.6362833815582, 45.5758266113331],
       [-73.6446417578686, 45.5658132919643],
       [-73.6453511352974, 45.5647725775888],
       [-73.648867564748, 45.5586898267402],
       [-73.6513170845065, 45.5545659435652],
       [-73.6515658357324, 45.5554439857955],
       [-73.6660837831645, 45.5596724837829],
       [-73.6706609041685, 45.5610978251999],
       [-73.6676019919116, 45.5632340862888],
       [-73.6645385824068, 45.5642716484367],
       [-73.663663123697, 45.5654269638586],
       [-73.663336397858, 45.5666288247853],
       [-73.6637764768649, 45.5678900619231],
       [-73.6625073244826, 45.5688479494114],
       [-73.6624620526633, 45.5708304456346],
       [-73.6620201425015, 45.5713925326191],
       [-73.6616100197742, 45.5737924780218],
       [-73.6612199500215, 45.5747171555678],
       [-73.6625087613399, 45.5748980132699],
       [-73.6639172423219, 45.5730041908097],
       [-73.6654358660443, 45.5729040009532],
       [-73.6661069174428, 45.5737928224235],
       [-73.6657870687343, 45.574385118162],
       [-73.6636711124334, 45.577018676761],
       [-73.6620928771361, 45.578161887933],
       [-73.6611738698168, 45.5798517041392],
       [-73.660404649744, 45.5806752214364],
       [-73.659760079306, 45.5804007503503],
       [-73.6604711314507, 45.5793767269523],
       [-73.660479658497, 45.5787710701802],
       [-73.6613549575147, 45.5780184952852],
       [-73.6617871566128, 45.5758213640561],
       [-73.6607445476436, 45.5764832852254],
       [-73.6608243059909, 45.5774702934068],
       [-73.6592236423267, 45.5793785624903],
       [-73.6570262958283, 45.5810509513563],
       [-73.6552694168748, 45.5819333817794],
       [-73.6543058972308, 45.5836262624158],
       [-73.652557313063, 45.5826892716542],
       [-73.6363215300962, 45.5759177646435]]],
     [[[-73.6561004885273, 45.5841347974261],
       [-73.656376117147, 45.5845383929424],
       [-73.6559939844354, 45.585868003125],
       [-73.6552168328229, 45.5855392416017],
       [-73.6561004885273, 45.5841347974261]]]]},
   'properties': {'district': '11-Sault-au-Récollet'},
   'id': '11'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6217484540132, 45.5544783077209],
      [-73.6235005117779, 45.5536358848324],
      [-73.6278096771011, 45.5513024018691],
      [-73.6301686544477, 45.5503989164938],
      [-73.6325600663803, 45.5499795021129],
      [-73.6342899238824, 45.5494628161417],
      [-73.6363671046978, 45.548169415833],
      [-73.6398673671325, 45.5441488267699],
      [-73.6407295659042, 45.5429686686779],
      [-73.6485543103777, 45.5308320827376],
      [-73.6510270564502, 45.5263874543882],
      [-73.6555330494037, 45.5277342274232],
      [-73.6698852350516, 45.5318835785726],
      [-73.6726124365382, 45.5322997327559],
      [-73.6747555535799, 45.5323081056009],
      [-73.6764129283619, 45.5321264506516],
      [-73.683124268159, 45.5305991300384],
      [-73.6807721370907, 45.534331320177],
      [-73.6785046215606, 45.5379069417581],
      [-73.6752852955733, 45.5369404343695],
      [-73.6740837310465, 45.5378868187786],
      [-73.6687347480061, 45.5363337408676],
      [-73.667891862525, 45.5387409623539],
      [-73.664945183105, 45.5382590909533],
      [-73.6646235398403, 45.5394847807605],
      [-73.662249203322, 45.543633408253],
      [-73.6616100449503, 45.5441416421638],
      [-73.6604302515405, 45.5460790656787],
      [-73.6568659704249, 45.5450525873044],
      [-73.6513170845065, 45.5545659435652],
      [-73.648867564748, 45.5586898267402],
      [-73.6453511352974, 45.5647725775888],
      [-73.6240413737876, 45.5555253903511],
      [-73.6217484540132, 45.5544783077209]]]},
   'properties': {'district': '12-Saint-Sulpice'},
   'id': '12'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6513170845065, 45.5545659435652],
      [-73.6568659704249, 45.5450525873044],
      [-73.6604302515405, 45.5460790656787],
      [-73.6616100449503, 45.5441416421638],
      [-73.662249203322, 45.543633408253],
      [-73.6646235398403, 45.5394847807605],
      [-73.664945183105, 45.5382590909533],
      [-73.667891862525, 45.5387409623539],
      [-73.6687347480061, 45.5363337408676],
      [-73.6740837310465, 45.5378868187786],
      [-73.6752852955733, 45.5369404343695],
      [-73.6785046215606, 45.5379069417581],
      [-73.6807721370907, 45.534331320177],
      [-73.6920199187781, 45.5394683031028],
      [-73.702520410412, 45.5431766227664],
      [-73.7042065154565, 45.5438906316964],
      [-73.7043014929187, 45.5441905861876],
      [-73.7027027602765, 45.5451406840713],
      [-73.7023335988111, 45.5457621950639],
      [-73.7012226911876, 45.5459702396396],
      [-73.7004635154173, 45.5466167282154],
      [-73.6996123824321, 45.5464852570484],
      [-73.6992033294858, 45.5475781625301],
      [-73.6968595536907, 45.5481581755357],
      [-73.6949311086011, 45.5474604427764],
      [-73.6924688517172, 45.5472280284581],
      [-73.6891281157722, 45.5477334249253],
      [-73.6879273316976, 45.5481318231022],
      [-73.6865595013798, 45.5491308196528],
      [-73.6852748086046, 45.5488162600605],
      [-73.6827845213391, 45.5489146412483],
      [-73.6801283681886, 45.549462773374],
      [-73.6791182211476, 45.5500801562043],
      [-73.6772981030339, 45.5516675115113],
      [-73.6765545558035, 45.552766523393],
      [-73.6744642269172, 45.5548591969672],
      [-73.6730096784532, 45.5582339830541],
      [-73.6706609041685, 45.5610978251999],
      [-73.6660837831645, 45.5596724837829],
      [-73.6515658357324, 45.5554439857955],
      [-73.6513170845065, 45.5545659435652]]]},
   'properties': {'district': '13-Ahuntsic'},
   'id': '13'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.7043014929187, 45.5441905861876],
      [-73.7042065154565, 45.5438906316964],
      [-73.702520410412, 45.5431766227664],
      [-73.6920199187781, 45.5394683031028],
      [-73.6807721370907, 45.534331320177],
      [-73.683124268159, 45.5305991300384],
      [-73.685195685208, 45.5301022578388],
      [-73.6870922504792, 45.5286619976995],
      [-73.6897803429098, 45.5288476157777],
      [-73.6939612003867, 45.528347826243],
      [-73.6963296087078, 45.5276805484038],
      [-73.7091218538247, 45.5230954877394],
      [-73.7112612170074, 45.5243023856458],
      [-73.7131122096208, 45.5251637887575],
      [-73.7145584630039, 45.5239315629596],
      [-73.7172924358234, 45.5256928911099],
      [-73.7185119695016, 45.5247508136954],
      [-73.7217031155859, 45.5267447688191],
      [-73.7280602953464, 45.5213554616816],
      [-73.7317546325275, 45.5236815365784],
      [-73.7358987648866, 45.5207291683311],
      [-73.7285097856203, 45.5160943522463],
      [-73.7350991221023, 45.5137867482303],
      [-73.7550630650544, 45.5065238038199],
      [-73.7551669017747, 45.5064862077527],
      [-73.7612752776246, 45.5104175090183],
      [-73.7638683329059, 45.5120860463668],
      [-73.762390301954, 45.5126791739444],
      [-73.7600609683013, 45.5141288858482],
      [-73.7568442082942, 45.5171884494623],
      [-73.7548593171474, 45.5180889539846],
      [-73.752606980088, 45.5185523798859],
      [-73.749151955166, 45.519018390863],
      [-73.7452110015187, 45.5215286261207],
      [-73.7437662661847, 45.5231373686573],
      [-73.7411211602605, 45.526837900694],
      [-73.7394306858002, 45.5285277381045],
      [-73.7360589393138, 45.5302671129156],
      [-73.7343347000828, 45.5309824138834],
      [-73.7311072638005, 45.5320095049916],
      [-73.7283844986554, 45.533203827821],
      [-73.7249729419404, 45.5359178137401],
      [-73.7231098233772, 45.5369689627545],
      [-73.7202103870331, 45.5381794076214],
      [-73.7181375140605, 45.5387109207903],
      [-73.7158043157039, 45.5388996570908],
      [-73.7135388429561, 45.5396848689224],
      [-73.7111454931799, 45.541340948266],
      [-73.7091038651233, 45.5430898357363],
      [-73.7078456046825, 45.5423008892929],
      [-73.7069875096913, 45.5436077713277],
      [-73.705614345008, 45.5441267025504],
      [-73.7043014929187, 45.5441905861876]]]},
   'properties': {'district': '14-Bordeaux-Cartierville'},
   'id': '14'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5576871015794, 45.5932166140624],
      [-73.5694206600629, 45.5971486400825],
      [-73.5696609688417, 45.5965806032278],
      [-73.5726733802096, 45.5977479911912],
      [-73.5745938220503, 45.5986717630315],
      [-73.576232424293, 45.5992577290381],
      [-73.5771288919308, 45.599852413767],
      [-73.5889961999073, 45.6050220349527],
      [-73.5971103983983, 45.6085989887758],
      [-73.6013378366857, 45.6104025414741],
      [-73.6028907661658, 45.6112216102358],
      [-73.601559767966, 45.6118073578371],
      [-73.6023660828945, 45.6125718329314],
      [-73.5984976040034, 45.6140840514745],
      [-73.5954830428467, 45.6158123480652],
      [-73.5740068269183, 45.6304929149516],
      [-73.5683379250343, 45.6341956640577],
      [-73.5514095863784, 45.6269444197056],
      [-73.5481773494253, 45.6255197854529],
      [-73.5585223912755, 45.6137280036474],
      [-73.5640615699407, 45.6074316710882],
      [-73.564986439275, 45.60561620283],
      [-73.5662995431109, 45.6039974029119],
      [-73.5631517029922, 45.6031634368599],
      [-73.5614050931716, 45.6025489377902],
      [-73.5567925816714, 45.6005393547562],
      [-73.5589887922886, 45.5979945383903],
      [-73.5595164040348, 45.5961661000645],
      [-73.5564557704867, 45.5951543577536],
      [-73.5576871015794, 45.5932166140624]]]},
   'properties': {'district': '21-Ouest'},
   'id': '21'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5452799498143, 45.5959627917351],
      [-73.5491007054645, 45.5975302159963],
      [-73.5479841638628, 45.5989434662401],
      [-73.5468145864499, 45.6013644519429],
      [-73.5461968110206, 45.6046211322422],
      [-73.549913736884, 45.605150517886],
      [-73.5533688744189, 45.605412630486],
      [-73.5524302953106, 45.6080081462088],
      [-73.5507759763854, 45.6103339985918],
      [-73.5585223912755, 45.6137280036474],
      [-73.5481773494253, 45.6255197854529],
      [-73.5358870172169, 45.620207093019],
      [-73.5374747721378, 45.6166252950092],
      [-73.5375256945614, 45.6160673327401],
      [-73.5381703589619, 45.6139517855176],
      [-73.5437218072693, 45.6149096422408],
      [-73.5452777806501, 45.6141657083913],
      [-73.5462767505068, 45.6127238289344],
      [-73.5444977198785, 45.6121760838565],
      [-73.5453373826653, 45.6107633861198],
      [-73.5441363974969, 45.6102716461918],
      [-73.5412098839782, 45.6095033241271],
      [-73.5416434070878, 45.6081797015109],
      [-73.540900931842, 45.6078533012629],
      [-73.5416213388458, 45.606939681157],
      [-73.5375401492111, 45.6052359766051],
      [-73.5365038947396, 45.6026457300995],
      [-73.5365958888719, 45.602162446611],
      [-73.5394321608651, 45.6030910243993],
      [-73.5421763850909, 45.6042454438226],
      [-73.5429289535666, 45.6032316351511],
      [-73.539729971205, 45.6018186221009],
      [-73.5407418924341, 45.6006998521118],
      [-73.5447576674512, 45.6019410417126],
      [-73.5451108447268, 45.6000061818095],
      [-73.5445859643042, 45.5999308464328],
      [-73.5442050076359, 45.5981948225546],
      [-73.5438572127564, 45.5980784963673],
      [-73.5452799498143, 45.5959627917351]]]},
   'properties': {'district': '22-Est'},
   'id': '22'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5576871015794, 45.5932166140624],
      [-73.5564557704867, 45.5951543577536],
      [-73.5595164040348, 45.5961661000645],
      [-73.5589887922886, 45.5979945383903],
      [-73.5567925816714, 45.6005393547562],
      [-73.5614050931716, 45.6025489377902],
      [-73.5631517029922, 45.6031634368599],
      [-73.5662995431109, 45.6039974029119],
      [-73.564986439275, 45.60561620283],
      [-73.5640615699407, 45.6074316710882],
      [-73.5585223912755, 45.6137280036474],
      [-73.5507759763854, 45.6103339985918],
      [-73.5524302953106, 45.6080081462088],
      [-73.5533688744189, 45.605412630486],
      [-73.549913736884, 45.605150517886],
      [-73.5461968110206, 45.6046211322422],
      [-73.5468145864499, 45.6013644519429],
      [-73.5479841638628, 45.5989434662401],
      [-73.5491007054645, 45.5975302159963],
      [-73.5452799498143, 45.5959627917351],
      [-73.5455045323429, 45.5956272275911],
      [-73.545930102715, 45.5949937733284],
      [-73.5473484500099, 45.5955355370728],
      [-73.5481396292151, 45.5946360429193],
      [-73.5465394629102, 45.5940712033384],
      [-73.5489394765731, 45.5903029802044],
      [-73.5576871015794, 45.5932166140624]]]},
   'properties': {'district': '23-Centre'},
   'id': '23'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6207592308166, 45.5138993727882],
      [-73.6236560898078, 45.5106541632808],
      [-73.624384898555, 45.5091582170891],
      [-73.6260875230251, 45.507277208983],
      [-73.6279506225702, 45.5061120243158],
      [-73.628749836468, 45.5048079525531],
      [-73.6304494685866, 45.5028490467289],
      [-73.6256440443835, 45.500662130816],
      [-73.6331323407225, 45.49234917306],
      [-73.6480439724158, 45.4990451424615],
      [-73.6458072174417, 45.5016289991394],
      [-73.6422399591459, 45.5054987858353],
      [-73.6423036889254, 45.5062221151428],
      [-73.6415508188144, 45.5069829054595],
      [-73.6416660769228, 45.5076101030023],
      [-73.6385805807369, 45.5112159439382],
      [-73.6365911851412, 45.5146566965285],
      [-73.6357295158589, 45.5143963845137],
      [-73.6346269691423, 45.5156528191911],
      [-73.6289040380069, 45.5140823858644],
      [-73.6267223236567, 45.5165801475772],
      [-73.6207592308166, 45.5138993727882]]]},
   'properties': {'district': '31-Darlington'},
   'id': '31'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5956108742759, 45.504064067218],
      [-73.5941401789655, 45.5033436344744],
      [-73.594737745289, 45.5028667176493],
      [-73.5977240363362, 45.5016310280474],
      [-73.5997960499359, 45.5001439911523],
      [-73.6009279740317, 45.4988800346583],
      [-73.6033750499038, 45.4967309718248],
      [-73.6044775189475, 45.4952226776326],
      [-73.6068399722065, 45.4952769144878],
      [-73.6083680626652, 45.493592693099],
      [-73.6093606035265, 45.4939788081012],
      [-73.6115925457235, 45.4916920833656],
      [-73.6147351668377, 45.4930299583055],
      [-73.6184160919695, 45.4889467204633],
      [-73.618423454854, 45.4881800607925],
      [-73.6153515138627, 45.4867956883177],
      [-73.6169038962737, 45.4851011880198],
      [-73.6331323407225, 45.49234917306],
      [-73.6256440443835, 45.500662130816],
      [-73.6304494685866, 45.5028490467289],
      [-73.628749836468, 45.5048079525531],
      [-73.6279506225702, 45.5061120243158],
      [-73.6260875230251, 45.507277208983],
      [-73.624384898555, 45.5091582170891],
      [-73.6236560898078, 45.5106541632808],
      [-73.6207592308166, 45.5138993727882],
      [-73.6176645335398, 45.5125000231349],
      [-73.617959519301, 45.5121686212918],
      [-73.61888001694, 45.5111346532789],
      [-73.6169256431203, 45.5102737338336],
      [-73.6178928803835, 45.5091750557282],
      [-73.6160933747766, 45.5082725969653],
      [-73.6189454361275, 45.5051234940594],
      [-73.6182356279483, 45.504722156916],
      [-73.6130513861854, 45.5104478685544],
      [-73.6063535452531, 45.5074911306599],
      [-73.6061344132343, 45.5068772235294],
      [-73.6035337540631, 45.5057001623398],
      [-73.6024762927983, 45.5068574351344],
      [-73.5993805679324, 45.5053898653966],
      [-73.5987846893921, 45.5056180649425],
      [-73.5956108742759, 45.504064067218]]]},
   'properties': {'district': '32-Côte-des-Neiges'},
   'id': '32'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6458072174417, 45.5016289991394],
      [-73.6480439724158, 45.4990451424615],
      [-73.6331323407225, 45.49234917306],
      [-73.6169038962737, 45.4851011880198],
      [-73.6171481421592, 45.4848346166979],
      [-73.6143642141962, 45.4835868912093],
      [-73.6159143530659, 45.4828328944331],
      [-73.6178740199084, 45.4828487105026],
      [-73.6188871149392, 45.4826094451865],
      [-73.6212759199926, 45.4802684345737],
      [-73.6225662166532, 45.4809098124242],
      [-73.6236079242847, 45.479859834089],
      [-73.6247644644914, 45.4792722536745],
      [-73.6274376104247, 45.4787022686984],
      [-73.6296262215988, 45.478422071886],
      [-73.6309839979771, 45.4790336481084],
      [-73.6303804074798, 45.4796761714723],
      [-73.6511475576679, 45.4890232837666],
      [-73.6486185977978, 45.4918874029923],
      [-73.6505027283703, 45.4926843456098],
      [-73.6558244313911, 45.4867907549359],
      [-73.6554964724779, 45.4865593791057],
      [-73.6559518311015, 45.4851214751334],
      [-73.6560231568666, 45.4789400952457],
      [-73.6611067166692, 45.4811529055447],
      [-73.6618618884249, 45.4803203895973],
      [-73.6695855765435, 45.483802365291],
      [-73.6746342471328, 45.4819683440264],
      [-73.6763145414839, 45.4831298265322],
      [-73.6776271543493, 45.4823345919293],
      [-73.677264286648, 45.4836591822082],
      [-73.6751680903633, 45.4912833590877],
      [-73.6678730495106, 45.4869534898132],
      [-73.6660964808822, 45.4866186123515],
      [-73.665349200462, 45.4870183659149],
      [-73.6562276688947, 45.49432722353],
      [-73.6637510731136, 45.4992450684359],
      [-73.6617471598017, 45.4992191258018],
      [-73.6623623016746, 45.5022066512214],
      [-73.6605369493135, 45.5024306141327],
      [-73.6600841825714, 45.50331916613],
      [-73.659999506549, 45.5047080114556],
      [-73.6566453499119, 45.5037588241059],
      [-73.6516126661051, 45.504311872331],
      [-73.6458072174417, 45.5016289991394]]]},
   'properties': {'district': '33-Snowdon'},
   'id': '33'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6143642141962, 45.4835868912093],
      [-73.6123997707291, 45.4826898974257],
      [-73.6143764334436, 45.4805885224868],
      [-73.6054346259738, 45.4765925587108],
      [-73.605024536716, 45.4770080719998],
      [-73.5985471562789, 45.4740708829885],
      [-73.5951347718664, 45.4764466331536],
      [-73.5966486659517, 45.4732210790839],
      [-73.5995923966142, 45.4714885118876],
      [-73.6015380888098, 45.4698449656495],
      [-73.6025897276388, 45.4690525247808],
      [-73.6031619796725, 45.4691032161751],
      [-73.6056266168094, 45.4676031109374],
      [-73.6058459619009, 45.4672881102352],
      [-73.6116004847967, 45.4647691120724],
      [-73.6121904900053, 45.4648542087469],
      [-73.6157015928197, 45.4632907897894],
      [-73.6167538282606, 45.4637150194085],
      [-73.6260868871444, 45.4678594502274],
      [-73.626514031426, 45.4682540051731],
      [-73.6317531402478, 45.4705324186308],
      [-73.6328791824832, 45.4692477650227],
      [-73.6375349663401, 45.4712784001916],
      [-73.636638362928, 45.4717833758261],
      [-73.6429334550997, 45.4745543212637],
      [-73.6397624769414, 45.4766952953752],
      [-73.6393702983563, 45.4768105158646],
      [-73.6354876412699, 45.4768957315274],
      [-73.6324931664858, 45.477871983287],
      [-73.6296262215988, 45.478422071886],
      [-73.6274376104247, 45.4787022686984],
      [-73.6247644644914, 45.4792722536745],
      [-73.6236079242847, 45.479859834089],
      [-73.6225662166532, 45.4809098124242],
      [-73.6212759199926, 45.4802684345737],
      [-73.6188871149392, 45.4826094451865],
      [-73.6178740199084, 45.4828487105026],
      [-73.6159143530659, 45.4828328944331],
      [-73.6143642141962, 45.4835868912093]]]},
   'properties': {'district': '34-Notre-Dame-de-Grâce'},
   'id': '34'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6157015928197, 45.4632907897894],
      [-73.6182352042185, 45.4622268121902],
      [-73.6200562870233, 45.4616683026575],
      [-73.6243236842049, 45.4586553508057],
      [-73.6262003043123, 45.4574918787775],
      [-73.6314544395632, 45.4527593013115],
      [-73.6350181512615, 45.4509158064615],
      [-73.6351722497066, 45.4507225431116],
      [-73.6579831562151, 45.4595353374805],
      [-73.6571683135528, 45.4601081011059],
      [-73.6581848068946, 45.4614565130998],
      [-73.6556103303451, 45.4629114310011],
      [-73.652126146378, 45.4676895103383],
      [-73.650271326417, 45.4688055451965],
      [-73.6491060800072, 45.4705082201931],
      [-73.6456903840605, 45.4732294857318],
      [-73.6429334550997, 45.4745543212637],
      [-73.636638362928, 45.4717833758261],
      [-73.6375349663401, 45.4712784001916],
      [-73.6328791824832, 45.4692477650227],
      [-73.6317531402478, 45.4705324186308],
      [-73.626514031426, 45.4682540051731],
      [-73.6260868871444, 45.4678594502274],
      [-73.6167538282606, 45.4637150194085],
      [-73.6157015928197, 45.4632907897894]]]},
   'properties': {'district': '35-Loyola'},
   'id': '35'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6827804258142, 45.4635658825978],
      [-73.680902143784, 45.4623754221733],
      [-73.6819797751037, 45.4611465117243],
      [-73.6828103840958, 45.4609562889736],
      [-73.6837901612144, 45.4594789107516],
      [-73.6850645006026, 45.4581450364168],
      [-73.6872613190858, 45.45743059602],
      [-73.6874478222607, 45.4558195821286],
      [-73.6872205285223, 45.4552707229765],
      [-73.6763900162006, 45.4523637929963],
      [-73.67377108286, 45.4530336717393],
      [-73.6720573706002, 45.4528472783153],
      [-73.6708095323057, 45.454567942777],
      [-73.6685657847746, 45.4567309452231],
      [-73.6569820780073, 45.4523202088578],
      [-73.6448369147901, 45.4475941198865],
      [-73.6433550395347, 45.4477889354918],
      [-73.6432919538684, 45.4483609262331],
      [-73.6389029083366, 45.4466926413334],
      [-73.6367835977829, 45.447838031415],
      [-73.6320301276656, 45.4495010416609],
      [-73.6290926270452, 45.4483946176344],
      [-73.6320762130349, 45.4466558317026],
      [-73.6351699979365, 45.445393422083],
      [-73.6392793914912, 45.4438396460105],
      [-73.6470945537851, 45.4407073290916],
      [-73.648051977364, 45.4402561224796],
      [-73.6537698617598, 45.4370900482024],
      [-73.6593235959903, 45.4348597630844],
      [-73.6621186235209, 45.433443013701],
      [-73.6659361085031, 45.4320787105657],
      [-73.665989308902, 45.4284342302665],
      [-73.6689564175307, 45.4291767414944],
      [-73.6731193300976, 45.4280636694712],
      [-73.6759423999609, 45.4276813808521],
      [-73.6833563260685, 45.4282185950861],
      [-73.6865003978824, 45.4283124979178],
      [-73.6878687931234, 45.4286162358336],
      [-73.6882161207604, 45.4292815314123],
      [-73.6856210014114, 45.4290337944536],
      [-73.6824907873074, 45.4293268197374],
      [-73.6802412950549, 45.4292313975545],
      [-73.675637946869, 45.4284197115606],
      [-73.6730699666729, 45.4286396172162],
      [-73.6691630663163, 45.429896298712],
      [-73.6694459537283, 45.4304807516148],
      [-73.6730208497195, 45.4292965595349],
      [-73.6750647146261, 45.4289965544438],
      [-73.6767010508474, 45.4291739328909],
      [-73.6788386194388, 45.4302144484015],
      [-73.6788136864397, 45.4304304732339],
      [-73.6733659453582, 45.4293230346261],
      [-73.6691401095123, 45.4307511873639],
      [-73.6696391042462, 45.4309484342688],
      [-73.6714905342855, 45.4303967061942],
      [-73.6716716548405, 45.4310983881409],
      [-73.6737798875814, 45.4309332101671],
      [-73.6775256263951, 45.431305335836],
      [-73.6792911320404, 45.4318695414462],
      [-73.6820917599341, 45.4323959865103],
      [-73.6847244511365, 45.4323557615008],
      [-73.6843819981847, 45.4331481730083],
      [-73.6862880355843, 45.433675955614],
      [-73.6893786382238, 45.43297800821],
      [-73.6919766084407, 45.4328477403871],
      [-73.6920222789549, 45.4344181753399],
      [-73.6924064617963, 45.4372834135916],
      [-73.6919192684033, 45.4375875837079],
      [-73.6922359492324, 45.4397539275822],
      [-73.6790976648257, 45.4399597709378],
      [-73.6718763889968, 45.4401679518281],
      [-73.6702870397047, 45.440019142569],
      [-73.6635037895282, 45.4400929494508],
      [-73.6629212228917, 45.4401596573971],
      [-73.6629008949467, 45.4422188385912],
      [-73.6635315763833, 45.4422179374171],
      [-73.6636442247504, 45.4445171206371],
      [-73.6650313754737, 45.4449769741284],
      [-73.6688238611265, 45.4465533440431],
      [-73.6703899048248, 45.4470018886664],
      [-73.6723760891366, 45.4472832888363],
      [-73.6862003751106, 45.4475701793018],
      [-73.6929749468618, 45.4479566183894],
      [-73.6931235366321, 45.44814625489],
      [-73.6960704968967, 45.4482114291558],
      [-73.6970275555854, 45.4488217409105],
      [-73.6970986158494, 45.4534198522438],
      [-73.6970604739367, 45.4567907245283],
      [-73.6967667127171, 45.4587187165095],
      [-73.6956922188653, 45.4626538256577],
      [-73.6956163827684, 45.4640262681568],
      [-73.69619836572, 45.4654974169452],
      [-73.6947785817616, 45.4645178045181],
      [-73.6933043566279, 45.4703396575946],
      [-73.6827804258142, 45.4635658825978]]]},
   'properties': {'district': '41-du Canal'},
   'id': '41'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6922359492324, 45.4397539275822],
      [-73.6930646838521, 45.4455152024534],
      [-73.6929749468618, 45.4479566183894],
      [-73.6862003751106, 45.4475701793018],
      [-73.6723760891366, 45.4472832888363],
      [-73.6703899048248, 45.4470018886664],
      [-73.6688238611265, 45.4465533440431],
      [-73.6650313754737, 45.4449769741284],
      [-73.6636442247504, 45.4445171206371],
      [-73.6635315763833, 45.4422179374171],
      [-73.6629008949467, 45.4422188385912],
      [-73.6629212228917, 45.4401596573971],
      [-73.6635037895282, 45.4400929494508],
      [-73.6702870397047, 45.440019142569],
      [-73.6718763889968, 45.4401679518281],
      [-73.6790976648257, 45.4399597709378],
      [-73.6922359492324, 45.4397539275822]]]},
   'properties': {'district': '42-J.-Émery-Provost'},
   'id': '42'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6929749468618, 45.4479566183894],
      [-73.6930646838521, 45.4455152024534],
      [-73.6922359492324, 45.4397539275822],
      [-73.6919192684033, 45.4375875837079],
      [-73.6924064617963, 45.4372834135916],
      [-73.6920222789549, 45.4344181753399],
      [-73.6919766084407, 45.4328477403871],
      [-73.6932876958108, 45.4324224970616],
      [-73.694195347338, 45.4324839527568],
      [-73.6949136010573, 45.4332296803625],
      [-73.6988288457718, 45.4344466726102],
      [-73.7010791173413, 45.434694716853],
      [-73.7030235835285, 45.4351501569008],
      [-73.7052464981121, 45.4348762919984],
      [-73.7084847193563, 45.4361211648559],
      [-73.7108619082078, 45.4360808035114],
      [-73.7131770697603, 45.436535476583],
      [-73.7141004237697, 45.4373526055584],
      [-73.7197027055463, 45.4383497204873],
      [-73.7205977591364, 45.438420079974],
      [-73.7206259030039, 45.439094891288],
      [-73.7192721714824, 45.4393943883616],
      [-73.7222362640027, 45.4487922160595],
      [-73.7206936272739, 45.4487451257208],
      [-73.722831053433, 45.4557427179281],
      [-73.7245717150603, 45.4610335488204],
      [-73.7198081628308, 45.4644866016957],
      [-73.7170519619499, 45.4666015017259],
      [-73.7125173690129, 45.4699350201585],
      [-73.7080097103994, 45.47334246671],
      [-73.7047665432935, 45.4712980390786],
      [-73.69619836572, 45.4654974169452],
      [-73.6956163827684, 45.4640262681568],
      [-73.6956922188653, 45.4626538256577],
      [-73.6967667127171, 45.4587187165095],
      [-73.6970604739367, 45.4567907245283],
      [-73.6970986158494, 45.4534198522438],
      [-73.6970275555854, 45.4488217409105],
      [-73.6960704968967, 45.4482114291558],
      [-73.6931235366321, 45.44814625489],
      [-73.6929749468618, 45.4479566183894]]]},
   'properties': {'district': '43-Fort-Rolland'},
   'id': '43'},
  {'type': 'Feature',
   'geometry': {'type': 'MultiPolygon',
    'coordinates': [[[[-73.5878943026224, 45.4214667320274],
       [-73.5863736733671, 45.4214319841574],
       [-73.5869474028608, 45.4206395990966],
       [-73.5878943026224, 45.4214667320274]]],
     [[[-73.5725281473542, 45.4260939579768],
       [-73.5704318906483, 45.4257263831213],
       [-73.5705580062435, 45.4244124795508],
       [-73.5739539624556, 45.4219626672329],
       [-73.5766876209735, 45.4212859978906],
       [-73.5793575905544, 45.4208612013169],
       [-73.5824241611882, 45.4207510361274],
       [-73.5840593827098, 45.4204618626093],
       [-73.585056506724, 45.4207940136185],
       [-73.586554348269, 45.4226195923359],
       [-73.5860576024637, 45.4236638110559],
       [-73.584295514885, 45.4245289791408],
       [-73.5827488367791, 45.424251218775],
       [-73.5809343733788, 45.424360511388],
       [-73.5784175573386, 45.4248212373305],
       [-73.5770508918231, 45.425290048099],
       [-73.5731288926102, 45.4262015674713],
       [-73.5725281473542, 45.4260939579768]]],
     [[[-73.5765170514597, 45.4274230889043],
       [-73.5749707241727, 45.4273611190412],
       [-73.5723756663881, 45.4267869197677],
       [-73.5752500087582, 45.4259752044009],
       [-73.5797854469441, 45.4251621784139],
       [-73.5803981192377, 45.4246848695548],
       [-73.5816888803182, 45.4247468599426],
       [-73.5837470045383, 45.4252493371248],
       [-73.5811925680258, 45.4261690319939],
       [-73.5773858946539, 45.42731451108],
       [-73.5765170514597, 45.4274230889043]]],
     [[[-73.5993656298056, 45.437522488597],
       [-73.5837871545249, 45.4350036826887],
       [-73.5864937818087, 45.4330669729378],
       [-73.5889455796285, 45.4317602654679],
       [-73.5892899771004, 45.4312921174991],
       [-73.5917282376663, 45.4295893857394],
       [-73.5930673492969, 45.4278875931486],
       [-73.5941659028554, 45.4276167102135],
       [-73.5970103055467, 45.4244378040521],
       [-73.6024582557665, 45.4197537949939],
       [-73.6050240641787, 45.418374641288],
       [-73.6071441080738, 45.4178597046428],
       [-73.6089187571527, 45.4171291621745],
       [-73.6111012955212, 45.4159032271],
       [-73.6144997511617, 45.4158098763183],
       [-73.6157904203163, 45.4159075684946],
       [-73.6190093657475, 45.4154992857685],
       [-73.6211671693205, 45.4148130602082],
       [-73.6256397226365, 45.4151411168221],
       [-73.6290762426954, 45.4149482971955],
       [-73.6295864341622, 45.4145878316083],
       [-73.6326788478802, 45.4147641808428],
       [-73.6324382282295, 45.4157003113135],
       [-73.6338310649383, 45.4157616841636],
       [-73.6373466145775, 45.4154299316521],
       [-73.6378211847585, 45.4157853047214],
       [-73.6349821404871, 45.4216213986168],
       [-73.630914321986, 45.4207058504903],
       [-73.629580513036, 45.4205264796284],
       [-73.6269794842437, 45.4219064890514],
       [-73.6221765288238, 45.4233556809216],
       [-73.6235576102796, 45.4251452650735],
       [-73.625860660556, 45.4262630893683],
       [-73.6213932515199, 45.4290799524068],
       [-73.6189096270924, 45.431198716026],
       [-73.6153394945845, 45.4349173246406],
       [-73.6147722148194, 45.4363801178349],
       [-73.6185038157741, 45.4371719975162],
       [-73.6203669519898, 45.4381561591494],
       [-73.6292793360419, 45.4422437520764],
       [-73.6304212122284, 45.4412800353944],
       [-73.6319594346838, 45.4420660970196],
       [-73.6341339482992, 45.4434436213567],
       [-73.6334152486196, 45.4438343169323],
       [-73.6348120456809, 45.444546590121],
       [-73.6351699979365, 45.445393422083],
       [-73.6320762130349, 45.4466558317026],
       [-73.6290926270452, 45.4483946176344],
       [-73.6288149375869, 45.4482900651074],
       [-73.6269986444794, 45.4501430927141],
       [-73.6255515041789, 45.4513172221793],
       [-73.622324477466, 45.4535901866228],
       [-73.6201147014597, 45.4548257159799],
       [-73.6136079881888, 45.4576954341346],
       [-73.6068239912076, 45.4545470690524],
       [-73.6048092799479, 45.4489130784869],
       [-73.6052123848584, 45.4479821667775],
       [-73.6094089858961, 45.4442773154325],
       [-73.6104503124607, 45.4429793199455],
       [-73.6118008558715, 45.4394499728596],
       [-73.5996082895714, 45.4375187309259],
       [-73.5993656298056, 45.437522488597]]]]},
   'properties': {'district': '51-Sault-Saint-Louis'},
   'id': '51'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6373466145775, 45.4154299316521],
      [-73.6398482479311, 45.4154574940498],
      [-73.6413054445293, 45.4157165943723],
      [-73.6441055865314, 45.4165049565242],
      [-73.6469598857207, 45.418436018764],
      [-73.6496982979192, 45.4199531866296],
      [-73.6528057037257, 45.4208669233735],
      [-73.6563386875677, 45.4231117299686],
      [-73.6574132128538, 45.4235151379827],
      [-73.6590899773487, 45.4245026614551],
      [-73.6597563681528, 45.4251856881017],
      [-73.6622132461692, 45.4263249714976],
      [-73.6626617007921, 45.4267473070838],
      [-73.6639788872218, 45.4270423138518],
      [-73.665989308902, 45.4284342302665],
      [-73.6659361085031, 45.4320787105657],
      [-73.6621186235209, 45.433443013701],
      [-73.6593235959903, 45.4348597630844],
      [-73.6537698617598, 45.4370900482024],
      [-73.648051977364, 45.4402561224796],
      [-73.6470945537851, 45.4407073290916],
      [-73.6392793914912, 45.4438396460105],
      [-73.6351699979365, 45.445393422083],
      [-73.6348120456809, 45.444546590121],
      [-73.6334152486196, 45.4438343169323],
      [-73.6341339482992, 45.4434436213567],
      [-73.6319594346838, 45.4420660970196],
      [-73.6304212122284, 45.4412800353944],
      [-73.6292793360419, 45.4422437520764],
      [-73.6203669519898, 45.4381561591494],
      [-73.6185038157741, 45.4371719975162],
      [-73.6147722148194, 45.4363801178349],
      [-73.6153394945845, 45.4349173246406],
      [-73.6189096270924, 45.431198716026],
      [-73.6213932515199, 45.4290799524068],
      [-73.625860660556, 45.4262630893683],
      [-73.6235576102796, 45.4251452650735],
      [-73.6221765288238, 45.4233556809216],
      [-73.6269794842437, 45.4219064890514],
      [-73.629580513036, 45.4205264796284],
      [-73.630914321986, 45.4207058504903],
      [-73.6349821404871, 45.4216213986168],
      [-73.6378211847585, 45.4157853047214],
      [-73.6373466145775, 45.4154299316521]]]},
   'properties': {'district': '52-Cecil-P.-Newman'},
   'id': '52'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.8688974470136, 45.4882449524107],
      [-73.871602833053, 45.4905720481716],
      [-73.8694139090223, 45.4919469541754],
      [-73.870532930773, 45.4928625205596],
      [-73.8716913646707, 45.4933306815312],
      [-73.872233047857, 45.4949468141821],
      [-73.8714042058561, 45.4965567000138],
      [-73.872571305249, 45.4969659674767],
      [-73.871134091344, 45.4990564163597],
      [-73.8701130707197, 45.5000549627491],
      [-73.8690288298613, 45.5007201896345],
      [-73.8722903935919, 45.503568954282],
      [-73.8716174921312, 45.5042888396132],
      [-73.8756305607743, 45.5078228770541],
      [-73.8783878189261, 45.5059406633388],
      [-73.8803094438111, 45.5042458334118],
      [-73.8803341428118, 45.5033993667444],
      [-73.879759682167, 45.5029518530572],
      [-73.8770152857708, 45.501806378212],
      [-73.8789156358527, 45.5017299402712],
      [-73.879779371889, 45.5004798588748],
      [-73.8810568286333, 45.4999384356033],
      [-73.8830127770248, 45.4996741535333],
      [-73.884412047715, 45.4990183531015],
      [-73.8853262749786, 45.4998100023704],
      [-73.8840175555813, 45.5020031308338],
      [-73.8845885513537, 45.503100834689],
      [-73.8882584256138, 45.5047130635017],
      [-73.8902948397667, 45.5048242389134],
      [-73.8931298332185, 45.5045492632818],
      [-73.8938090092703, 45.5051466368411],
      [-73.8930883375795, 45.5061095241892],
      [-73.8912989165002, 45.5060276552235],
      [-73.8907763512179, 45.5069642008183],
      [-73.8894862335895, 45.5075924382318],
      [-73.8893630543063, 45.5086347066791],
      [-73.8880808924888, 45.5083547817147],
      [-73.8870687665439, 45.5091995603904],
      [-73.8852521620131, 45.5102059725257],
      [-73.8881290541888, 45.5127359235277],
      [-73.8890287067442, 45.5122302528857],
      [-73.8911436774502, 45.5127840458479],
      [-73.8937551506541, 45.5125006850816],
      [-73.8953141801776, 45.5130744053201],
      [-73.896331119406, 45.5139759395892],
      [-73.8972364759115, 45.5131483697101],
      [-73.8989649328704, 45.5146837440746],
      [-73.9002254469086, 45.5131179581327],
      [-73.9008379207362, 45.5136630574361],
      [-73.9005919569215, 45.5144536068957],
      [-73.9021261241608, 45.5155955053506],
      [-73.9009914493894, 45.5161347116661],
      [-73.9020712706953, 45.5167877731109],
      [-73.9020876361723, 45.5172918560237],
      [-73.8999623185899, 45.5172091442281],
      [-73.8983416967041, 45.5160989860003],
      [-73.8970501718221, 45.5162744685233],
      [-73.896506711813, 45.5172571885447],
      [-73.8931760247634, 45.5179232635692],
      [-73.8918830801879, 45.5186858504077],
      [-73.89060443538, 45.5188882146005],
      [-73.8899347125325, 45.5182876407975],
      [-73.8875283162043, 45.5182958298662],
      [-73.8871271342177, 45.5195300009394],
      [-73.8860195052025, 45.5203975900766],
      [-73.8849337116296, 45.5207252282394],
      [-73.8820294235971, 45.5209418712909],
      [-73.8801807487187, 45.5201561927542],
      [-73.8790398509879, 45.5199080044884],
      [-73.8757241818541, 45.5198469639429],
      [-73.8712540724591, 45.51942970446],
      [-73.8693729830596, 45.5195167954401],
      [-73.867959836772, 45.5187475084215],
      [-73.8660852612371, 45.518916733747],
      [-73.8650447273518, 45.5192607308197],
      [-73.8636752254303, 45.5192742783684],
      [-73.8642825006245, 45.5181743422849],
      [-73.8612862477059, 45.5160062120045],
      [-73.8573480782361, 45.5146328898613],
      [-73.8576368219668, 45.5137501468995],
      [-73.8563777974017, 45.5129982318504],
      [-73.8561039739004, 45.5121981492155],
      [-73.8550238065929, 45.5113916654122],
      [-73.8556577823538, 45.5104448573143],
      [-73.8585654378245, 45.508816075481],
      [-73.8591760216501, 45.5082382022867],
      [-73.8597941402612, 45.5068235473577],
      [-73.8595897032533, 45.5048715239796],
      [-73.8603509384135, 45.5038432949756],
      [-73.8628677193202, 45.5031873776418],
      [-73.8634772725348, 45.5024655856932],
      [-73.863229031203, 45.4996768609889],
      [-73.8624925888829, 45.4985813745818],
      [-73.8617450446894, 45.4983353640287],
      [-73.8610656712915, 45.4975420638734],
      [-73.8614902756333, 45.4959120252572],
      [-73.8631347750672, 45.4949799702698],
      [-73.8643010381037, 45.4932934742402],
      [-73.8637682240978, 45.4920174491202],
      [-73.8642488213344, 45.4911520725992],
      [-73.8664440380781, 45.4903261139859],
      [-73.8688974470136, 45.4882449524107]]]},
   'properties': {'district': '61-Pierre-Foretier'},
   'id': '61'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.871602833053, 45.4905720481716],
      [-73.8758099807102, 45.4943016403121],
      [-73.8832708288195, 45.4900124335721],
      [-73.893915982267, 45.4991295138785],
      [-73.8978204833524, 45.5021042916793],
      [-73.8993079427873, 45.5021890950386],
      [-73.901198690394, 45.5019296796061],
      [-73.9032166411352, 45.5013944047771],
      [-73.9072471667436, 45.4990521662397],
      [-73.9097687478128, 45.498420306124],
      [-73.910763113645, 45.4979785583287],
      [-73.9131442528934, 45.5001505549281],
      [-73.9117306033429, 45.5014828251295],
      [-73.9105682077776, 45.502919788446],
      [-73.9125029822642, 45.5046603019441],
      [-73.9125904080641, 45.5059790139203],
      [-73.9115367282405, 45.5071346344323],
      [-73.9098260610793, 45.5077167397986],
      [-73.9095376253027, 45.5082630419981],
      [-73.9075790301516, 45.5084626314966],
      [-73.9064637954127, 45.5082146250766],
      [-73.9052902228377, 45.5087497533613],
      [-73.9048304811418, 45.5093648655927],
      [-73.9028980165401, 45.5106748854948],
      [-73.9025706032313, 45.513213659007],
      [-73.9021033388663, 45.5139081604197],
      [-73.9026005080814, 45.5156160928628],
      [-73.9021261241608, 45.5155955053506],
      [-73.9005919569215, 45.5144536068957],
      [-73.9008379207362, 45.5136630574361],
      [-73.9002254469086, 45.5131179581327],
      [-73.8989649328704, 45.5146837440746],
      [-73.8972364759115, 45.5131483697101],
      [-73.896331119406, 45.5139759395892],
      [-73.8953141801776, 45.5130744053201],
      [-73.8937551506541, 45.5125006850816],
      [-73.8911436774502, 45.5127840458479],
      [-73.8890287067442, 45.5122302528857],
      [-73.8881290541888, 45.5127359235277],
      [-73.8852521620131, 45.5102059725257],
      [-73.8870687665439, 45.5091995603904],
      [-73.8880808924888, 45.5083547817147],
      [-73.8893630543063, 45.5086347066791],
      [-73.8894862335895, 45.5075924382318],
      [-73.8907763512179, 45.5069642008183],
      [-73.8912989165002, 45.5060276552235],
      [-73.8930883375795, 45.5061095241892],
      [-73.8938090092703, 45.5051466368411],
      [-73.8931298332185, 45.5045492632818],
      [-73.8902948397667, 45.5048242389134],
      [-73.8882584256138, 45.5047130635017],
      [-73.8845885513537, 45.503100834689],
      [-73.8840175555813, 45.5020031308338],
      [-73.8853262749786, 45.4998100023704],
      [-73.884412047715, 45.4990183531015],
      [-73.8830127770248, 45.4996741535333],
      [-73.8810568286333, 45.4999384356033],
      [-73.879779371889, 45.5004798588748],
      [-73.8789156358527, 45.5017299402712],
      [-73.8770152857708, 45.501806378212],
      [-73.879759682167, 45.5029518530572],
      [-73.8803341428118, 45.5033993667444],
      [-73.8803094438111, 45.5042458334118],
      [-73.8783878189261, 45.5059406633388],
      [-73.8756305607743, 45.5078228770541],
      [-73.8716174921312, 45.5042888396132],
      [-73.8722903935919, 45.503568954282],
      [-73.8690288298613, 45.5007201896345],
      [-73.8701130707197, 45.5000549627491],
      [-73.871134091344, 45.4990564163597],
      [-73.872571305249, 45.4969659674767],
      [-73.8714042058561, 45.4965567000138],
      [-73.872233047857, 45.4949468141821],
      [-73.8716913646707, 45.4933306815312],
      [-73.870532930773, 45.4928625205596],
      [-73.8694139090223, 45.4919469541754],
      [-73.871602833053, 45.4905720481716]]]},
   'properties': {'district': '62-Denis-Benjamin-Viger'},
   'id': '62'},
  {'type': 'Feature',
   'geometry': {'type': 'MultiPolygon',
    'coordinates': [[[[-73.876179389015, 45.484463443982],
       [-73.8748623836763, 45.4845487678604],
       [-73.8746531555376, 45.4838655945021],
       [-73.8752754756586, 45.4831976914281],
       [-73.875332125701, 45.4820996763162],
       [-73.8773551113916, 45.4823719006883],
       [-73.8773585206136, 45.4838386904758],
       [-73.8770492982827, 45.4844695752153],
       [-73.876179389015, 45.484463443982]]],
     [[[-73.871602833053, 45.4905720481716],
       [-73.8688974470136, 45.4882449524107],
       [-73.8709851008353, 45.487059190004],
       [-73.8725145833884, 45.4854652904542],
       [-73.8761955543809, 45.4864641220707],
       [-73.8773897323982, 45.4856292741431],
       [-73.8778041545601, 45.4844850797772],
       [-73.8785921129696, 45.4837086183771],
       [-73.8781898959115, 45.4828731025615],
       [-73.8784365392884, 45.4814954771698],
       [-73.8796440398513, 45.4803396456993],
       [-73.8808564171004, 45.4799307290984],
       [-73.8818738698332, 45.4790634862107],
       [-73.8828567898793, 45.4787722169973],
       [-73.8847419788084, 45.4776140567433],
       [-73.8874400837697, 45.4756252617452],
       [-73.8890406450115, 45.4740361165489],
       [-73.8896093964888, 45.473044339843],
       [-73.8920158379205, 45.4714793088166],
       [-73.8939883829402, 45.4719134901468],
       [-73.8962921181107, 45.4721394139777],
       [-73.8981449394396, 45.4719079872095],
       [-73.8992850543273, 45.4721559893786],
       [-73.9014271769693, 45.4712486357827],
       [-73.9038056762196, 45.4712042547101],
       [-73.9051695937615, 45.4705605613393],
       [-73.9045774306121, 45.4700226989345],
       [-73.9028488295322, 45.4697318295333],
       [-73.9012801121118, 45.4703403082789],
       [-73.8996924472568, 45.4700938928558],
       [-73.8993825392247, 45.469663097207],
       [-73.8999775060713, 45.4688151666323],
       [-73.9017348723624, 45.4677561646305],
       [-73.9023924422294, 45.468509706018],
       [-73.9043441969034, 45.4696096448133],
       [-73.9084347070547, 45.4693341104744],
       [-73.9120964530199, 45.4682153872984],
       [-73.9126431874804, 45.4694449753644],
       [-73.9136278859403, 45.4694413239075],
       [-73.9154106009438, 45.4701278046013],
       [-73.9159006769417, 45.4706838913767],
       [-73.9168728992832, 45.4707163448971],
       [-73.9159791650457, 45.4726632836215],
       [-73.9164275963913, 45.4727606419858],
       [-73.9171840487468, 45.4712821683374],
       [-73.9179119052825, 45.4711355184565],
       [-73.9186742261816, 45.4721675623649],
       [-73.9196472003342, 45.4740176773167],
       [-73.9200930017441, 45.4737730563005],
       [-73.921822149022, 45.4741086594329],
       [-73.9226284972793, 45.4752714551831],
       [-73.924738453321, 45.4775172443067],
       [-73.9253150364798, 45.4776590879844],
       [-73.9266000233535, 45.476745452941],
       [-73.9277434225804, 45.477398128666],
       [-73.9295423138299, 45.4767974221727],
       [-73.9302919142255, 45.4778114366407],
       [-73.9314189351491, 45.4779961715469],
       [-73.9326541103686, 45.4772716425334],
       [-73.9335030743869, 45.4762245897937],
       [-73.9350412733002, 45.4766507100519],
       [-73.9370692452005, 45.4762391230436],
       [-73.9406266477915, 45.4761163385087],
       [-73.942911201225, 45.475477638423],
       [-73.9443213415212, 45.4758861323891],
       [-73.9441879968396, 45.4768134931837],
       [-73.9428248046939, 45.478697804247],
       [-73.9416119001885, 45.4794240216934],
       [-73.9405851561781, 45.4789960185208],
       [-73.9387460246999, 45.4793540720446],
       [-73.9383403023619, 45.4798235952081],
       [-73.9385185477879, 45.4813526185292],
       [-73.9403810268872, 45.4823442895009],
       [-73.9410419166311, 45.4834215699972],
       [-73.942256795601, 45.483380875313],
       [-73.9426871284147, 45.4827943413787],
       [-73.9436978356457, 45.482808418644],
       [-73.9433844250482, 45.4836104864635],
       [-73.9412104480622, 45.4837088979371],
       [-73.941186300091, 45.4855356756957],
       [-73.9409258043702, 45.4865805138247],
       [-73.940155183621, 45.4878253029672],
       [-73.9400375236355, 45.4891394779763],
       [-73.939084522942, 45.4899799926108],
       [-73.9355316222878, 45.4921352533586],
       [-73.9349775409211, 45.4932801876613],
       [-73.9328555975538, 45.4935401391563],
       [-73.9323151123675, 45.4931193083499],
       [-73.9298370141484, 45.4936595300698],
       [-73.9291104700923, 45.4940132354185],
       [-73.9270348943367, 45.4936430419454],
       [-73.925473026234, 45.4952145713303],
       [-73.9244092344479, 45.4966763272855],
       [-73.9244257212294, 45.4971711381462],
       [-73.9233876507023, 45.4982360094313],
       [-73.9226520258841, 45.4995263547275],
       [-73.9218373692027, 45.5000962326717],
       [-73.9209670436555, 45.5000814447197],
       [-73.918541557808, 45.5008552086516],
       [-73.9174837992266, 45.5014440345453],
       [-73.9145252844175, 45.5010948373465],
       [-73.9134946418312, 45.5018904208046],
       [-73.9127623770829, 45.5032518742003],
       [-73.9125029822642, 45.5046603019441],
       [-73.9105682077776, 45.502919788446],
       [-73.9117306033429, 45.5014828251295],
       [-73.9131442528934, 45.5001505549281],
       [-73.910763113645, 45.4979785583287],
       [-73.9097687478128, 45.498420306124],
       [-73.9072471667436, 45.4990521662397],
       [-73.9032166411352, 45.5013944047771],
       [-73.901198690394, 45.5019296796061],
       [-73.8993079427873, 45.5021890950386],
       [-73.8978204833524, 45.5021042916793],
       [-73.893915982267, 45.4991295138785],
       [-73.8832708288195, 45.4900124335721],
       [-73.8758099807102, 45.4943016403121],
       [-73.871602833053, 45.4905720481716]]]]},
   'properties': {'district': '63-Jacques-Bizard'},
   'id': '63'},
  {'type': 'Feature',
   'geometry': {'type': 'MultiPolygon',
    'coordinates': [[[[-73.8795251463835, 45.4721694456373],
       [-73.8770259047514, 45.4733055656905],
       [-73.8771362722445, 45.474146820144],
       [-73.8758315302677, 45.4744852213893],
       [-73.8761694823241, 45.475285050858],
       [-73.8753710533004, 45.4763945070991],
       [-73.8754013038998, 45.4771052655959],
       [-73.8745581040502, 45.4791867014648],
       [-73.873401680597, 45.4803243146019],
       [-73.8714778204625, 45.4814913213621],
       [-73.8706822810873, 45.4830686993857],
       [-73.8688129680033, 45.4847754445001],
       [-73.8690502967072, 45.4858455083571],
       [-73.8658510539776, 45.4876644845598],
       [-73.8647484711707, 45.4872900384824],
       [-73.8624368975074, 45.4879093508046],
       [-73.8598077012489, 45.4888850004049],
       [-73.8587614558506, 45.4873090890375],
       [-73.8613316931676, 45.4851413285652],
       [-73.8624629228902, 45.4840039194648],
       [-73.8650419471552, 45.4821657726431],
       [-73.8728715855598, 45.4756017517064],
       [-73.871209821762, 45.4733162451191],
       [-73.8733213850942, 45.4725990666647],
       [-73.8782862116718, 45.4705088548296],
       [-73.8795251463835, 45.4721694456373]]],
     [[[-73.8598857733827, 45.4911029074784],
       [-73.8591675296752, 45.4908171897388],
       [-73.8600571674373, 45.4898965476815],
       [-73.8612991016732, 45.4900456152652],
       [-73.8605639387492, 45.4911097682054],
       [-73.8598857733827, 45.4911029074784]]]]},
   'properties': {'district': '64-Sainte-Geneviève'},
   'id': '64'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.505845657669, 45.5915064148139],
      [-73.5103359282538, 45.5921124591547],
      [-73.5206880075519, 45.5952083313336],
      [-73.5204207506441, 45.5957326455424],
      [-73.5227698757162, 45.5964405193219],
      [-73.5231408135446, 45.5957591991736],
      [-73.533521772969, 45.5988762603839],
      [-73.5369160899836, 45.5931626565659],
      [-73.5411715382662, 45.5939767034301],
      [-73.5423606148624, 45.5943108573749],
      [-73.5455045323429, 45.5956272275911],
      [-73.5452799498143, 45.5959627917351],
      [-73.5438572127564, 45.5980784963673],
      [-73.5442050076359, 45.5981948225546],
      [-73.5445859643042, 45.5999308464328],
      [-73.5451108447268, 45.6000061818095],
      [-73.5447576674512, 45.6019410417126],
      [-73.5407418924341, 45.6006998521118],
      [-73.539729971205, 45.6018186221009],
      [-73.5429289535666, 45.6032316351511],
      [-73.5421763850909, 45.6042454438226],
      [-73.5394321608651, 45.6030910243993],
      [-73.5365958888719, 45.602162446611],
      [-73.5365038947396, 45.6026457300995],
      [-73.5375401492111, 45.6052359766051],
      [-73.5416213388458, 45.606939681157],
      [-73.540900931842, 45.6078533012629],
      [-73.5416434070878, 45.6081797015109],
      [-73.5412098839782, 45.6095033241271],
      [-73.5441363974969, 45.6102716461918],
      [-73.5453373826653, 45.6107633861198],
      [-73.5444977198785, 45.6121760838565],
      [-73.5462767505068, 45.6127238289344],
      [-73.5452777806501, 45.6141657083913],
      [-73.5437218072693, 45.6149096422408],
      [-73.5381703589619, 45.6139517855176],
      [-73.5375256945614, 45.6160673327401],
      [-73.5252332402243, 45.6137951013372],
      [-73.5145702896503, 45.6119902043961],
      [-73.5073926872162, 45.6107104987953],
      [-73.507104042043, 45.6103305736701],
      [-73.5088445389914, 45.6059056683277],
      [-73.5094016237031, 45.6029289790696],
      [-73.5089844073373, 45.5984312397903],
      [-73.5085623510741, 45.5964354408978],
      [-73.5073994472774, 45.5937585441643],
      [-73.505845657669, 45.5915064148139]]]},
   'properties': {'district': '71-Tétreaultville'},
   'id': '71'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.505845657669, 45.5915064148139],
      [-73.5052335547608, 45.5914035841385],
      [-73.5040074172822, 45.5877509637108],
      [-73.50548477383, 45.5842108995057],
      [-73.5046727489859, 45.5839523001102],
      [-73.5060139625714, 45.5806625893987],
      [-73.5058561540639, 45.5806068926751],
      [-73.5091666956111, 45.5757730349861],
      [-73.5141197194594, 45.5708695926608],
      [-73.5190039768335, 45.5682773867463],
      [-73.5197939453882, 45.5669670591355],
      [-73.5180270972663, 45.5661485153046],
      [-73.5253430489297, 45.5574887203531],
      [-73.5250635489053, 45.5568993328574],
      [-73.5236813870747, 45.5568097261785],
      [-73.521480081669, 45.5591100901826],
      [-73.5209547766993, 45.5588573091504],
      [-73.5218702090576, 45.5578763137034],
      [-73.5209413390244, 45.5570999459563],
      [-73.5191167026398, 45.5588496230043],
      [-73.518595216105, 45.5586040300451],
      [-73.522051635704, 45.5552304196808],
      [-73.5269225613603, 45.549446926412],
      [-73.5335765932332, 45.5515757481653],
      [-73.5389816134656, 45.5533773670715],
      [-73.5382239872366, 45.5549283797349],
      [-73.5486183023616, 45.5582491708623],
      [-73.5460296824187, 45.562265422129],
      [-73.5459659905086, 45.5625254142127],
      [-73.5456328946765, 45.5629337545645],
      [-73.5413632157982, 45.5709610549351],
      [-73.5386884000436, 45.5749269433291],
      [-73.5320531965098, 45.5852349268307],
      [-73.540035463506, 45.5878529169711],
      [-73.5369160899836, 45.5931626565659],
      [-73.533521772969, 45.5988762603839],
      [-73.5231408135446, 45.5957591991736],
      [-73.5227698757162, 45.5964405193219],
      [-73.5204207506441, 45.5957326455424],
      [-73.5206880075519, 45.5952083313336],
      [-73.5103359282538, 45.5921124591547],
      [-73.505845657669, 45.5915064148139]]]},
   'properties': {'district': '72-MaisonneuveLongue-Pointe'},
   'id': '72'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5269225613603, 45.549446926412],
      [-73.5289560474797, 45.5470320263359],
      [-73.5277739913219, 45.547187016061],
      [-73.5277290513663, 45.5464490003045],
      [-73.5313590128093, 45.5457750092113],
      [-73.5321039500724, 45.5447229718789],
      [-73.5291969726971, 45.5451540050291],
      [-73.5296700173696, 45.5442239930694],
      [-73.5329650126455, 45.5436089818848],
      [-73.5339429567644, 45.5424780308809],
      [-73.5315039994787, 45.5426720333775],
      [-73.5316359736222, 45.5420080334177],
      [-73.5344850464319, 45.5413149877237],
      [-73.5404589754615, 45.5356759920904],
      [-73.5417879567955, 45.529933001055],
      [-73.5428587889529, 45.5304546205586],
      [-73.5439636509721, 45.5334697006227],
      [-73.5473499781753, 45.5376709059424],
      [-73.5482541001656, 45.5383569002539],
      [-73.550216365092, 45.5389758922042],
      [-73.5592280432661, 45.5399028690768],
      [-73.5552605710227, 45.5474166761255],
      [-73.5545655421497, 45.55467023726],
      [-73.5542787320438, 45.5568764086233],
      [-73.5546496932451, 45.5649641797921],
      [-73.5544730757919, 45.5652953442798],
      [-73.5459659905086, 45.5625254142127],
      [-73.5460296824187, 45.562265422129],
      [-73.5486183023616, 45.5582491708623],
      [-73.5382239872366, 45.5549283797349],
      [-73.5389816134656, 45.5533773670715],
      [-73.5335765932332, 45.5515757481653],
      [-73.5269225613603, 45.549446926412]]]},
   'properties': {'district': '73-Hochelaga'},
   'id': '73'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5455045323429, 45.5956272275911],
      [-73.5423606148624, 45.5943108573749],
      [-73.5411715382662, 45.5939767034301],
      [-73.5369160899836, 45.5931626565659],
      [-73.540035463506, 45.5878529169711],
      [-73.5320531965098, 45.5852349268307],
      [-73.5386884000436, 45.5749269433291],
      [-73.5413632157982, 45.5709610549351],
      [-73.5456328946765, 45.5629337545645],
      [-73.5459659905086, 45.5625254142127],
      [-73.5544730757919, 45.5652953442798],
      [-73.5489772535198, 45.5734435433853],
      [-73.5557298683366, 45.5757065336466],
      [-73.5584435150771, 45.578098690279],
      [-73.5683754804235, 45.5814045757918],
      [-73.5648413846768, 45.5830623920281],
      [-73.566054883333, 45.5843176844033],
      [-73.563949176176, 45.5849798671748],
      [-73.5642198577817, 45.5854079588427],
      [-73.5642246834943, 45.5872483268508],
      [-73.5663609324088, 45.5883396268265],
      [-73.5686767639537, 45.5922969983003],
      [-73.5690474086577, 45.5937353194892],
      [-73.5687432258054, 45.5949521683749],
      [-73.5696609688417, 45.5965806032278],
      [-73.5694206600629, 45.5971486400825],
      [-73.5576871015794, 45.5932166140624],
      [-73.5489394765731, 45.5903029802044],
      [-73.5465394629102, 45.5940712033384],
      [-73.5481396292151, 45.5946360429193],
      [-73.5473484500099, 45.5955355370728],
      [-73.545930102715, 45.5949937733284],
      [-73.5455045323429, 45.5956272275911]]]},
   'properties': {'district': '74-Louis-Riel'},
   'id': '74'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6202427208594, 45.5951205335532],
      [-73.6296215435427, 45.5838130726522],
      [-73.6288186186035, 45.5832571469721],
      [-73.631962332515, 45.579640175342],
      [-73.6327012962769, 45.5799802985646],
      [-73.6363215300962, 45.5759177646435],
      [-73.652557313063, 45.5826892716542],
      [-73.6543058972308, 45.5836262624158],
      [-73.6531900096361, 45.5859698880497],
      [-73.6526947978849, 45.5876532157306],
      [-73.6523937374702, 45.5900742122073],
      [-73.6505401287885, 45.5918403260598],
      [-73.6490983475598, 45.5943078055034],
      [-73.646028354957, 45.5966872776611],
      [-73.6450204850692, 45.598497300652],
      [-73.6434244270991, 45.6009558130627],
      [-73.6432738605823, 45.6022427894953],
      [-73.6418446065649, 45.6048360555341],
      [-73.6415278334524, 45.606276219979],
      [-73.6400469319338, 45.6087976232294],
      [-73.6388534618155, 45.6101933725153],
      [-73.6374274156649, 45.6122509805631],
      [-73.6349651825723, 45.6101401159366],
      [-73.6284179810453, 45.603912893307],
      [-73.6227414555439, 45.5985713755102],
      [-73.6209924104659, 45.5968531497608],
      [-73.6216736698201, 45.5964861898013],
      [-73.6202427208594, 45.5951205335532]]]},
   'properties': {'district': '81-Marie-Clarac'},
   'id': '81'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6028907661658, 45.6112216102358],
      [-73.6041139394664, 45.6106174089674],
      [-73.6035616092243, 45.6101078733853],
      [-73.6048043091085, 45.6094292879636],
      [-73.6062298901187, 45.610759685103],
      [-73.6079197060538, 45.6094530924621],
      [-73.6092890313816, 45.6081470965116],
      [-73.6125635803426, 45.604373796832],
      [-73.61467650443, 45.601820884038],
      [-73.6202427208594, 45.5951205335532],
      [-73.6216736698201, 45.5964861898013],
      [-73.6209924104659, 45.5968531497608],
      [-73.6227414555439, 45.5985713755102],
      [-73.6284179810453, 45.603912893307],
      [-73.6349651825723, 45.6101401159366],
      [-73.6374274156649, 45.6122509805631],
      [-73.6357315212, 45.6162353900055],
      [-73.6334060135125, 45.6196665233391],
      [-73.6310514588113, 45.6217838603777],
      [-73.6289543944547, 45.6234221648674],
      [-73.6269636907653, 45.6247707822286],
      [-73.6250472436735, 45.6262897836938],
      [-73.6235959602566, 45.6271766849645],
      [-73.6206953088035, 45.6298453145986],
      [-73.6168081007299, 45.6262083345707],
      [-73.6071490341973, 45.6170493269392],
      [-73.6023660828945, 45.6125718329314],
      [-73.601559767966, 45.6118073578371],
      [-73.6028907661658, 45.6112216102358]]]},
   'properties': {'district': '82-Ovide-Clermont'},
   'id': '82'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5989854515795, 45.5160358124743],
      [-73.5986563507028, 45.5163499572059],
      [-73.601437737118, 45.5176238014654],
      [-73.6020308024605, 45.5177034122021],
      [-73.613010925262, 45.5225880512056],
      [-73.6108850612038, 45.5249602486287],
      [-73.5966746401772, 45.5186407402299],
      [-73.5982202946245, 45.5169177573452],
      [-73.5969109664106, 45.5161364855643],
      [-73.5989854515795, 45.5160358124743]]]},
   'properties': {'district': '91-Claude-Ryan'},
   'id': '91'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5989854515795, 45.5160358124743],
      [-73.6044730454934, 45.5155769251068],
      [-73.6089843852315, 45.5146703511952],
      [-73.6091799069916, 45.5148927825],
      [-73.6186655613026, 45.5191467549529],
      [-73.6148105187034, 45.5234843904785],
      [-73.6155485100061, 45.52374152426],
      [-73.6253373412254, 45.518414467689],
      [-73.6244833769123, 45.5195443162251],
      [-73.6208637881685, 45.5236565043515],
      [-73.617235572865, 45.5277835686717],
      [-73.6170925681517, 45.5277209056734],
      [-73.6124143323658, 45.525647330045],
      [-73.6108850612038, 45.5249602486287],
      [-73.613010925262, 45.5225880512056],
      [-73.6020308024605, 45.5177034122021],
      [-73.601437737118, 45.5176238014654],
      [-73.5986563507028, 45.5163499572059],
      [-73.5989854515795, 45.5160358124743]]]},
   'properties': {'district': '92-Joseph-Beaubien'},
   'id': '92'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5956108742759, 45.504064067218],
      [-73.5987846893921, 45.5056180649425],
      [-73.5993805679324, 45.5053898653966],
      [-73.6024762927983, 45.5068574351344],
      [-73.6035337540631, 45.5057001623398],
      [-73.6061344132343, 45.5068772235294],
      [-73.6063535452531, 45.5074911306599],
      [-73.6130513861854, 45.5104478685544],
      [-73.6182356279483, 45.504722156916],
      [-73.6189454361275, 45.5051234940594],
      [-73.6160933747766, 45.5082725969653],
      [-73.6178928803835, 45.5091750557282],
      [-73.6169256431203, 45.5102737338336],
      [-73.61888001694, 45.5111346532789],
      [-73.617959519301, 45.5121686212918],
      [-73.6171142113946, 45.5117885655948],
      [-73.6163442345691, 45.5125462730753],
      [-73.615038686563, 45.511951761593],
      [-73.6111115129373, 45.5140796366228],
      [-73.6089843852315, 45.5146703511952],
      [-73.6044730454934, 45.5155769251068],
      [-73.5989854515795, 45.5160358124743],
      [-73.5969109664106, 45.5161364855643],
      [-73.5982202946245, 45.5169177573452],
      [-73.5966746401772, 45.5186407402299],
      [-73.5902604532774, 45.5157813641729],
      [-73.5911992183544, 45.5147110287094],
      [-73.5918451342772, 45.5144729450241],
      [-73.5968586638591, 45.5145623065118],
      [-73.5978614314752, 45.5141637733071],
      [-73.598896296438, 45.5131127563816],
      [-73.5969405107098, 45.5130415385056],
      [-73.5969012890154, 45.5117790625741],
      [-73.5949672180747, 45.5109069459258],
      [-73.5935088435771, 45.5105257693584],
      [-73.594191031848, 45.5097864575692],
      [-73.591464574106, 45.508070751295],
      [-73.5956108742759, 45.504064067218]]]},
   'properties': {'district': '93-Robert-Bourassa'},
   'id': '93'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.617959519301, 45.5121686212918],
      [-73.6176645335398, 45.5125000231349],
      [-73.6207592308166, 45.5138993727882],
      [-73.6267223236567, 45.5165801475772],
      [-73.6253373412254, 45.518414467689],
      [-73.6155485100061, 45.52374152426],
      [-73.6148105187034, 45.5234843904785],
      [-73.6186655613026, 45.5191467549529],
      [-73.6091799069916, 45.5148927825],
      [-73.6089843852315, 45.5146703511952],
      [-73.6111115129373, 45.5140796366228],
      [-73.615038686563, 45.511951761593],
      [-73.6163442345691, 45.5125462730753],
      [-73.6171142113946, 45.5117885655948],
      [-73.617959519301, 45.5121686212918]]]},
   'properties': {'district': '94-Jeanne-Sauvé'},
   'id': '94'},
  {'type': 'Feature',
   'geometry': {'type': 'MultiPolygon',
    'coordinates': [[[[-73.8187679895316, 45.5140812084438],
       [-73.8182383369059, 45.5132188436317],
       [-73.8194262685108, 45.5128016511853],
       [-73.8210527525633, 45.5129859861948],
       [-73.8211602697308, 45.5138855228726],
       [-73.8187679895316, 45.5140812084438]]],
     [[[-73.7612752776246, 45.5104175090183],
       [-73.7551669017747, 45.5064862077527],
       [-73.7550630650544, 45.5065238038199],
       [-73.7516832079437, 45.5044227485347],
       [-73.7530750881715, 45.5037537247243],
       [-73.7547114610262, 45.5033812068779],
       [-73.756652358581, 45.5024589334263],
       [-73.7582371682807, 45.5020414841587],
       [-73.7594306007504, 45.5027766325504],
       [-73.7609994664832, 45.5016752336666],
       [-73.7638615520544, 45.5034953365559],
       [-73.764601206777, 45.5029446682134],
       [-73.7653841918245, 45.5034648112556],
       [-73.7671979733428, 45.5027497284985],
       [-73.7692002551043, 45.5040137486001],
       [-73.7709616412032, 45.5034073001873],
       [-73.7725018897261, 45.5025715611262],
       [-73.770851931212, 45.5015263075263],
       [-73.7738796981111, 45.5005112554049],
       [-73.7716579558132, 45.4991257181769],
       [-73.7735738316828, 45.4981363521851],
       [-73.7779880975343, 45.5009521734749],
       [-73.780555316633, 45.4997211145292],
       [-73.7811328878805, 45.5000886664279],
       [-73.7828691809435, 45.4992834417083],
       [-73.7866716942594, 45.5016560785918],
       [-73.7833876826593, 45.5031694957223],
       [-73.7921892811359, 45.505162983993],
       [-73.790378705595, 45.5039707845666],
       [-73.7971312330344, 45.5007319392105],
       [-73.800845778582, 45.4990215282087],
       [-73.8020719362353, 45.500313400533],
       [-73.8090622022287, 45.4969839281454],
       [-73.8103152495861, 45.4968275421823],
       [-73.8148195197041, 45.5014854076037],
       [-73.814130519647, 45.5018291882481],
       [-73.8151983502239, 45.5028700758232],
       [-73.8158749418108, 45.5025712297953],
       [-73.8192989400152, 45.5061341618076],
       [-73.8239273064692, 45.5039359215182],
       [-73.8260247686459, 45.5028472072531],
       [-73.8336495886976, 45.4992478732958],
       [-73.8354476552771, 45.4983089444422],
       [-73.835851882975, 45.4987134333303],
       [-73.8376510464643, 45.4977036685397],
       [-73.8352748755507, 45.4946201233283],
       [-73.8359064469498, 45.4941865754856],
       [-73.8445138674112, 45.4899447538175],
       [-73.8461670237813, 45.488985999861],
       [-73.8503699985263, 45.4936842455575],
       [-73.853113099403, 45.4984292547447],
       [-73.8558121436329, 45.5017030001578],
       [-73.8554973469563, 45.506068266442],
       [-73.8541507320505, 45.5071387755787],
       [-73.8547842282295, 45.5078848003326],
       [-73.8541503989792, 45.5088568468323],
       [-73.8514364847285, 45.5107998956924],
       [-73.8509728924279, 45.5113681864054],
       [-73.8497265304179, 45.5116149897809],
       [-73.8487575861648, 45.5122208147549],
       [-73.8486390859537, 45.5137509650076],
       [-73.8470767467479, 45.515690388096],
       [-73.8459043806884, 45.5165397868316],
       [-73.8447612809957, 45.5165252439303],
       [-73.8416070645454, 45.5171016749459],
       [-73.8379192636275, 45.5168516646645],
       [-73.8362532214568, 45.51650560879],
       [-73.8321180123678, 45.5163557197529],
       [-73.8313656471532, 45.5168348664122],
       [-73.8297408583824, 45.5169655584571],
       [-73.8282028168338, 45.5166190156169],
       [-73.8268661171387, 45.5156510162477],
       [-73.8250222653614, 45.5155213777536],
       [-73.8246734151281, 45.5149644141917],
       [-73.8233629812572, 45.5141042906802],
       [-73.8234733111558, 45.5132581353231],
       [-73.8218473252627, 45.5131637356642],
       [-73.8209366065744, 45.5128154164364],
       [-73.8192176588039, 45.5126139694502],
       [-73.8179057909873, 45.5132557668608],
       [-73.8178065811604, 45.5138229980126],
       [-73.8160507514445, 45.5154287971508],
       [-73.814770537422, 45.5156310808765],
       [-73.8131059190362, 45.5155096653326],
       [-73.810217503155, 45.5162914840575],
       [-73.8084551833961, 45.5162217432523],
       [-73.8064888710304, 45.5155636081875],
       [-73.8057027099487, 45.5147919349551],
       [-73.8040410010469, 45.5149672884696],
       [-73.801546777817, 45.5149829442516],
       [-73.8001619454196, 45.5148065602758],
       [-73.7995790764703, 45.5135123735559],
       [-73.7995988098213, 45.5123965010493],
       [-73.7992059489796, 45.5107148435346],
       [-73.7978204799485, 45.5101065121228],
       [-73.7969591683437, 45.5093799021214],
       [-73.7939384028061, 45.509297721884],
       [-73.79058311435, 45.5088654314285],
       [-73.7870155334484, 45.5094594051816],
       [-73.7852614432657, 45.5093198098856],
       [-73.7829719822765, 45.5095864846083],
       [-73.7806008657296, 45.5088903884048],
       [-73.7769513427547, 45.5084674192311],
       [-73.7745708564459, 45.5084461679299],
       [-73.7719486126198, 45.5087044209407],
       [-73.7697639799538, 45.5095104479827],
       [-73.7673058990371, 45.5093183322757],
       [-73.7625356657639, 45.5100672469129],
       [-73.7612752776246, 45.5104175090183]]]]},
   'properties': {'district': '101-Bois-de-Liesse'},
   'id': '101'},
  {'type': 'Feature',
   'geometry': {'type': 'MultiPolygon',
    'coordinates': [[[[-73.8461670237813, 45.488985999861],
       [-73.850532069583, 45.486758681857],
       [-73.8458397013725, 45.4794951647217],
       [-73.8472019880053, 45.4788779608994],
       [-73.8518367097832, 45.4764514219245],
       [-73.8573573288562, 45.4736627559579],
       [-73.8545371967343, 45.4706120339916],
       [-73.8603908221258, 45.4659954945452],
       [-73.859889484827, 45.4655831049747],
       [-73.8669852747875, 45.4613941823855],
       [-73.8659406037748, 45.4600298096328],
       [-73.8814395340419, 45.4526362439631],
       [-73.8847216555087, 45.4524908762247],
       [-73.8890536732734, 45.4491166876217],
       [-73.8915462525593, 45.4480217199892],
       [-73.8938116724967, 45.4465652096353],
       [-73.8981246578432, 45.4475293470406],
       [-73.9003739737275, 45.4471542652552],
       [-73.9000666991504, 45.4467285005871],
       [-73.9015060886188, 45.446358434947],
       [-73.9023709077117, 45.4475251321732],
       [-73.9043599589048, 45.4467892477034],
       [-73.9055608807492, 45.4484676964261],
       [-73.9104202259452, 45.4468936252547],
       [-73.9231679445166, 45.4420154242323],
       [-73.9228839309917, 45.4416385017936],
       [-73.9245143656332, 45.4408765943703],
       [-73.924830550628, 45.4404255381026],
       [-73.9348115551979, 45.4490797759617],
       [-73.9369647858857, 45.4508355286695],
       [-73.9367305115467, 45.4519612579974],
       [-73.936084813848, 45.45278257894],
       [-73.9363214019941, 45.4536095287366],
       [-73.9384314066949, 45.45366444434],
       [-73.93849022267, 45.4546540611182],
       [-73.9401870518575, 45.4558173634308],
       [-73.9432583349177, 45.4561564624145],
       [-73.9444816415584, 45.4572495419421],
       [-73.9470042484352, 45.4577165755588],
       [-73.9475358331527, 45.4586413391725],
       [-73.9466703677291, 45.4591486916182],
       [-73.9457347700682, 45.4588823651705],
       [-73.9452919598077, 45.4594780510929],
       [-73.9438715446993, 45.4593485885153],
       [-73.9418275850641, 45.461228202182],
       [-73.9418734970443, 45.4621908676335],
       [-73.9433996704037, 45.4627518229434],
       [-73.9458662537823, 45.4625712338861],
       [-73.9452835656909, 45.4632754571652],
       [-73.9455865563861, 45.4644081059436],
       [-73.9444336707811, 45.464151615889],
       [-73.9428244875956, 45.4644188471942],
       [-73.9420560006039, 45.4659065384758],
       [-73.9397320642846, 45.4663563878557],
       [-73.9401770020335, 45.4676594913386],
       [-73.9394768022606, 45.4680671581924],
       [-73.9395814637767, 45.4700104369658],
       [-73.9382622094761, 45.4714102256228],
       [-73.9356853954855, 45.4722749319843],
       [-73.9346437792633, 45.4731967435679],
       [-73.9329374951772, 45.4725193630933],
       [-73.9323111235668, 45.4725667323419],
       [-73.9299152373346, 45.4737006039578],
       [-73.928842473854, 45.4739115313467],
       [-73.9275236887696, 45.4737184885069],
       [-73.9265293732015, 45.4741631743875],
       [-73.925796243829, 45.4736259485905],
       [-73.9248000500235, 45.4721089475954],
       [-73.9222818122356, 45.4705794857248],
       [-73.922965231979, 45.4696141155523],
       [-73.9226524205748, 45.4688324194201],
       [-73.9212201297683, 45.4688467094977],
       [-73.9216571330551, 45.4674143796986],
       [-73.921550552687, 45.4668568126713],
       [-73.9195312526606, 45.4635798400557],
       [-73.9178201887521, 45.4621912996059],
       [-73.9148789978459, 45.4619144443475],
       [-73.9126660861929, 45.4603383473932],
       [-73.91114607451, 45.4605598133876],
       [-73.9103819033438, 45.4609764429342],
       [-73.9100549453511, 45.4617335639878],
       [-73.9082146339227, 45.4617969415567],
       [-73.9075688375165, 45.4609865148744],
       [-73.9058658349117, 45.4609563776965],
       [-73.9051876779266, 45.4605991035458],
       [-73.9038323289561, 45.4606219020727],
       [-73.9020889859002, 45.4618068799119],
       [-73.9017130574761, 45.4628880358479],
       [-73.9003152261538, 45.4623259838994],
       [-73.899767819995, 45.462669876326],
       [-73.8976775036577, 45.4654577069673],
       [-73.8962483592814, 45.4658946426154],
       [-73.8957916608649, 45.4664270982997],
       [-73.8945384007686, 45.4664224345534],
       [-73.8936214304942, 45.4669655597388],
       [-73.8921732932478, 45.4665295724673],
       [-73.8916127412336, 45.4668464725107],
       [-73.8913265706041, 45.4679902821467],
       [-73.8900901349216, 45.4685793797869],
       [-73.8888217813327, 45.4686035027193],
       [-73.8860812311329, 45.4695648402732],
       [-73.8847899934361, 45.4696321930072],
       [-73.8828866868638, 45.4718612485547],
       [-73.8823610038276, 45.4716560245278],
       [-73.8811747849457, 45.4721459539451],
       [-73.8806356311152, 45.471850773116],
       [-73.8795251463835, 45.4721694456373],
       [-73.8782862116718, 45.4705088548296],
       [-73.8733213850942, 45.4725990666647],
       [-73.871209821762, 45.4733162451191],
       [-73.8728715855598, 45.4756017517064],
       [-73.8650419471552, 45.4821657726431],
       [-73.8624629228902, 45.4840039194648],
       [-73.8613316931676, 45.4851413285652],
       [-73.8587614558506, 45.4873090890375],
       [-73.8598077012489, 45.4888850004049],
       [-73.8592579904622, 45.4889452259737],
       [-73.8578565654384, 45.4898674655412],
       [-73.8569952719841, 45.4912379676731],
       [-73.8545791042202, 45.4935760467931],
       [-73.8531479621556, 45.4959201221199],
       [-73.8544902230577, 45.4977606434992],
       [-73.8548560501467, 45.4989743240793],
       [-73.8555516665994, 45.4997100150003],
       [-73.8578400891255, 45.4995048836594],
       [-73.8585024501129, 45.4997829560785],
       [-73.8591539006867, 45.5007425753891],
       [-73.8588895885858, 45.501436262307],
       [-73.8580145103082, 45.5020213087385],
       [-73.8578513100126, 45.5031672055572],
       [-73.85712842707, 45.5040318263201],
       [-73.8570843291783, 45.505329258001],
       [-73.8555961994083, 45.5077731597575],
       [-73.8547842282295, 45.5078848003326],
       [-73.8541507320505, 45.5071387755787],
       [-73.8554973469563, 45.506068266442],
       [-73.8558121436329, 45.5017030001578],
       [-73.853113099403, 45.4984292547447],
       [-73.8503699985263, 45.4936842455575],
       [-73.8461670237813, 45.488985999861]]],
     [[[-73.8565163230435, 45.5065638456799],
       [-73.8570490281172, 45.5058063309797],
       [-73.8583878278331, 45.5070438611748],
       [-73.8567674874305, 45.5078408713637],
       [-73.8559107285537, 45.5079515359158],
       [-73.8565163230435, 45.5065638456799]]]]},
   'properties': {'district': '102-Cap-Saint-Jacques'},
   'id': '102'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5792047395127, 45.5280064404383],
      [-73.581506814336, 45.5255527662198],
      [-73.5893088980696, 45.5167596569974],
      [-73.5902604532774, 45.5157813641729],
      [-73.5966746401772, 45.5186407402299],
      [-73.6108850612038, 45.5249602486287],
      [-73.6124143323658, 45.525647330045],
      [-73.6088433154766, 45.5276253868022],
      [-73.6061835826899, 45.5283650193777],
      [-73.6023604559616, 45.5284000664849],
      [-73.5992862274652, 45.5288774305058],
      [-73.5962116234987, 45.5301487739359],
      [-73.5947764680621, 45.5311589735711],
      [-73.5863837119054, 45.5382742004886],
      [-73.5871054297936, 45.5372069067238],
      [-73.5899093482658, 45.5348049045751],
      [-73.5847595146863, 45.5324079438366],
      [-73.5859421309178, 45.5310790335786],
      [-73.5792047395127, 45.5280064404383]]]},
   'properties': {'district': '111-Mile-End'},
   'id': '111'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5655614721314, 45.5213643879447],
      [-73.5740572626836, 45.5252747203744],
      [-73.5745923823609, 45.5259374612073],
      [-73.5792047395127, 45.5280064404383],
      [-73.5859421309178, 45.5310790335786],
      [-73.5847595146863, 45.5324079438366],
      [-73.5899093482658, 45.5348049045751],
      [-73.5871054297936, 45.5372069067238],
      [-73.5863837119054, 45.5382742004886],
      [-73.5862704189394, 45.5383757481773],
      [-73.5838512015266, 45.5400861300747],
      [-73.5810607519196, 45.5411249464667],
      [-73.5786195284797, 45.5415422864787],
      [-73.5764926058406, 45.5415739191208],
      [-73.5735822926994, 45.5413565189643],
      [-73.5592280432661, 45.5399028690768],
      [-73.5613401818778, 45.5359226324552],
      [-73.5641429566138, 45.5273492053093],
      [-73.5652383566418, 45.5238165260966],
      [-73.5655614721314, 45.5213643879447]]]},
   'properties': {'district': '112-De Lorimier'},
   'id': '112'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5734800018833, 45.5049709717948],
      [-73.580113792401, 45.5081921313855],
      [-73.5785542203746, 45.5104511791594],
      [-73.5786781018666, 45.5117608495828],
      [-73.582430798457, 45.5136019767056],
      [-73.5893088980696, 45.5167596569974],
      [-73.581506814336, 45.5255527662198],
      [-73.5792047395127, 45.5280064404383],
      [-73.5745923823609, 45.5259374612073],
      [-73.5740572626836, 45.5252747203744],
      [-73.5655614721314, 45.5213643879447],
      [-73.5655904084691, 45.5210639273018],
      [-73.571279665339, 45.5083636436696],
      [-73.5729588302122, 45.5055494196855],
      [-73.5734800018833, 45.5049709717948]]]},
   'properties': {'district': '113-Jeanne-Mance'},
   'id': '113'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.4868984819315, 45.6668163755988],
      [-73.4909285596849, 45.6670796662378],
      [-73.4943692754526, 45.6676107175883],
      [-73.5052117189194, 45.6694506091685],
      [-73.5066485322791, 45.66770609928],
      [-73.5086661140009, 45.6660376032574],
      [-73.514071369879, 45.663410883372],
      [-73.5226608995211, 45.6590189476592],
      [-73.5409160537594, 45.6501644528664],
      [-73.5441930168941, 45.6487914226698],
      [-73.544738106063, 45.6482242645147],
      [-73.5524611738286, 45.6444112188767],
      [-73.5555002141554, 45.6426177060947],
      [-73.5652962272313, 45.6362003202316],
      [-73.5713393674169, 45.6418436992789],
      [-73.5731131247475, 45.6438386857375],
      [-73.5764976851296, 45.641270099185],
      [-73.5866413495341, 45.6508496604014],
      [-73.5898582112291, 45.6537703909976],
      [-73.5838459058531, 45.6567113166436],
      [-73.5767899673498, 45.6602649640823],
      [-73.5719339731853, 45.6626357744781],
      [-73.539067309963, 45.678979317943],
      [-73.5369552091684, 45.6802676902485],
      [-73.5352474248791, 45.6816148433586],
      [-73.532629555028, 45.6840504841943],
      [-73.5308427113654, 45.6858730099174],
      [-73.5292925000853, 45.6880318303705],
      [-73.5284527492428, 45.6897324941851],
      [-73.5262321777264, 45.695068712866],
      [-73.5248704855113, 45.696745979989],
      [-73.5234829925507, 45.6977084455985],
      [-73.521300714461, 45.6988491350421],
      [-73.518072949079, 45.7000844428825],
      [-73.5135468623237, 45.7013546459954],
      [-73.5051625304534, 45.7033317792418],
      [-73.498947493721, 45.7045252458975],
      [-73.4954757567513, 45.7049490135942],
      [-73.4932103740932, 45.7047553331643],
      [-73.4921323200277, 45.7041126467728],
      [-73.4909405407531, 45.7027073672294],
      [-73.4900498047694, 45.7021797732479],
      [-73.4887664394737, 45.7021177409386],
      [-73.4856763927507, 45.7030727269477],
      [-73.4829186491029, 45.7036523330194],
      [-73.4803835661343, 45.7046724098692],
      [-73.4783219605948, 45.7052709191606],
      [-73.4766385432002, 45.7054709950549],
      [-73.4751651064534, 45.7048699119281],
      [-73.4745824263264, 45.7033866618514],
      [-73.4749382311583, 45.7024425674455],
      [-73.4763824131897, 45.7006700752533],
      [-73.4784777403736, 45.697652858064],
      [-73.4790042639298, 45.6961901697848],
      [-73.4792384579055, 45.6941308824961],
      [-73.4796140010016, 45.6929943766718],
      [-73.4803640884928, 45.6919258774639],
      [-73.483643872129, 45.6885943328445],
      [-73.4851764024197, 45.6867120396751],
      [-73.4857156558079, 45.6857399456762],
      [-73.4866448398145, 45.682296765324],
      [-73.486914072058, 45.6801843677801],
      [-73.4872497030629, 45.6755976940944],
      [-73.4873520249609, 45.6730343323445],
      [-73.4868984819315, 45.6668163755988]]]},
   'properties': {'district': '121-La Pointe-aux-Prairies'},
   'id': '121'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.544738106063, 45.6482242645147],
      [-73.5441930168941, 45.6487914226698],
      [-73.5409160537594, 45.6501644528664],
      [-73.5226608995211, 45.6590189476592],
      [-73.514071369879, 45.663410883372],
      [-73.5086661140009, 45.6660376032574],
      [-73.5066485322791, 45.66770609928],
      [-73.5052117189194, 45.6694506091685],
      [-73.4943692754526, 45.6676107175883],
      [-73.4909285596849, 45.6670796662378],
      [-73.4868984819315, 45.6668163755988],
      [-73.4865306288933, 45.6640279113745],
      [-73.486175917176, 45.6627454155844],
      [-73.4851106606772, 45.6602901608252],
      [-73.4846809037125, 45.6588306383762],
      [-73.4832382097687, 45.6554954757732],
      [-73.4821383232798, 45.6536179248291],
      [-73.4787636354681, 45.6491486823782],
      [-73.4780610185114, 45.6476510142289],
      [-73.4774799728854, 45.6454905837529],
      [-73.4872757738587, 45.6469779321365],
      [-73.4879707187836, 45.6443924831145],
      [-73.4878427542795, 45.6430795950772],
      [-73.4879726577335, 45.6412664739826],
      [-73.4872874543207, 45.6393119798027],
      [-73.489854112659, 45.6368295683212],
      [-73.4903943370184, 45.6355618234685],
      [-73.4916720124889, 45.6345001210246],
      [-73.4910397713222, 45.6338422392127],
      [-73.491927215926, 45.6328678840833],
      [-73.5098459767589, 45.6358225966319],
      [-73.5202077969535, 45.6374981237725],
      [-73.5214492864595, 45.6377899174742],
      [-73.5431729267196, 45.6475814296488],
      [-73.544738106063, 45.6482242645147]]]},
   'properties': {'district': '122-Pointe-aux-Trembles'},
   'id': '122'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5652962272313, 45.6362003202316],
      [-73.5683379250343, 45.6341956640577],
      [-73.5740068269183, 45.6304929149516],
      [-73.5954830428467, 45.6158123480652],
      [-73.5984976040034, 45.6140840514745],
      [-73.6023660828945, 45.6125718329314],
      [-73.6071490341973, 45.6170493269392],
      [-73.6168081007299, 45.6262083345707],
      [-73.6206953088035, 45.6298453145986],
      [-73.6241232556812, 45.6330522649771],
      [-73.5943845703787, 45.6513674636385],
      [-73.5898582112291, 45.6537703909976],
      [-73.5866413495341, 45.6508496604014],
      [-73.5764976851296, 45.641270099185],
      [-73.5731131247475, 45.6438386857375],
      [-73.5713393674169, 45.6418436992789],
      [-73.5652962272313, 45.6362003202316]]]},
   'properties': {'district': '123-Rivière-des-Prairies'},
   'id': '123'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5864681894816, 45.538468592349],
      [-73.5862704189394, 45.5383757481773],
      [-73.5863837119054, 45.5382742004886],
      [-73.5947764680621, 45.5311589735711],
      [-73.5962116234987, 45.5301487739359],
      [-73.5992862274652, 45.5288774305058],
      [-73.6023604559616, 45.5284000664849],
      [-73.6061835826899, 45.5283650193777],
      [-73.6088433154766, 45.5276253868022],
      [-73.6124143323658, 45.525647330045],
      [-73.6170925681517, 45.5277209056734],
      [-73.6170629786343, 45.5290836882431],
      [-73.6174856875378, 45.5297416402976],
      [-73.6190955864224, 45.5306548374863],
      [-73.6215351178101, 45.5311083503899],
      [-73.6182756954315, 45.5346855542873],
      [-73.6168611349556, 45.5357046144078],
      [-73.6144250141163, 45.5383032859687],
      [-73.6123252903368, 45.5421333051385],
      [-73.6086846729618, 45.5461409843801],
      [-73.6070387029669, 45.5479557550382],
      [-73.6035398110948, 45.5463469119155],
      [-73.5864681894816, 45.538468592349]]]},
   'properties': {'district': '131-Saint-Édouard'},
   'id': '131'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5864681894816, 45.538468592349],
      [-73.6035398110948, 45.5463469119155],
      [-73.6019471163738, 45.5481178990012],
      [-73.5975914187124, 45.553207322408],
      [-73.5910006798707, 45.5607570868859],
      [-73.5774327397367, 45.5565544731088],
      [-73.5794549693978, 45.5542318437368],
      [-73.5755593123915, 45.5530615312237],
      [-73.5800875168702, 45.5456157629748],
      [-73.5813297515111, 45.5438139922411],
      [-73.5837910525824, 45.541331668411],
      [-73.5864681894816, 45.538468592349]]]},
   'properties': {'district': '132-Étienne-Desmarteau'},
   'id': '132'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5592280432661, 45.5399028690768],
      [-73.5735822926994, 45.5413565189643],
      [-73.5764926058406, 45.5415739191208],
      [-73.5786195284797, 45.5415422864787],
      [-73.5810607519196, 45.5411249464667],
      [-73.5838512015266, 45.5400861300747],
      [-73.5862704189394, 45.5383757481773],
      [-73.5864681894816, 45.538468592349],
      [-73.5837910525824, 45.541331668411],
      [-73.5813297515111, 45.5438139922411],
      [-73.5800875168702, 45.5456157629748],
      [-73.5755593123915, 45.5530615312237],
      [-73.5794549693978, 45.5542318437368],
      [-73.5774327397367, 45.5565544731088],
      [-73.573735635149, 45.5607975285183],
      [-73.5588620237975, 45.5560173236498],
      [-73.5545655421497, 45.55467023726],
      [-73.5552605710227, 45.5474166761255],
      [-73.5592280432661, 45.5399028690768]]]},
   'properties': {'district': '133-Vieux-Rosemont'},
   'id': '133'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5694653361432, 45.5816630209033],
      [-73.5683754804235, 45.5814045757918],
      [-73.5584435150771, 45.578098690279],
      [-73.5557298683366, 45.5757065336466],
      [-73.5489772535198, 45.5734435433853],
      [-73.5544730757919, 45.5652953442798],
      [-73.5546496932451, 45.5649641797921],
      [-73.5542787320438, 45.5568764086233],
      [-73.5545655421497, 45.55467023726],
      [-73.5588620237975, 45.5560173236498],
      [-73.573735635149, 45.5607975285183],
      [-73.5774327397367, 45.5565544731088],
      [-73.5910006798707, 45.5607570868859],
      [-73.5863094536503, 45.5661499995185],
      [-73.5871520545273, 45.566412729231],
      [-73.584731908233, 45.5691066724291],
      [-73.5772385119147, 45.5776818920023],
      [-73.578130955202, 45.5780689341974],
      [-73.5752604702031, 45.5805388907561],
      [-73.5739953109801, 45.5819266091566],
      [-73.5709328233077, 45.5809046758787],
      [-73.5705509760525, 45.5814521659595],
      [-73.5694653361432, 45.5816630209033]]]},
   'properties': {'district': '134-Marie-Victorin'},
   'id': '134'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.7091218538247, 45.5230954877394],
      [-73.6918870159802, 45.5123542857052],
      [-73.6881524418874, 45.5100541386763],
      [-73.6827840991507, 45.5143258168654],
      [-73.6744134053365, 45.5090285090174],
      [-73.6696337564668, 45.5063911079337],
      [-73.6673976326861, 45.5049604588181],
      [-73.6660099573454, 45.5044347648104],
      [-73.6644157884018, 45.5050492992242],
      [-73.6646042365099, 45.504734675849],
      [-73.6681641565442, 45.501660999668],
      [-73.67484741122, 45.4963374151867],
      [-73.680502634204, 45.4920408059609],
      [-73.6825483439594, 45.4907732405381],
      [-73.6860100016197, 45.4896024241141],
      [-73.677264286648, 45.4836591822082],
      [-73.6776271543493, 45.4823345919293],
      [-73.6827804258142, 45.4635658825978],
      [-73.6933043566279, 45.4703396575946],
      [-73.6947785817616, 45.4645178045181],
      [-73.69619836572, 45.4654974169452],
      [-73.7047665432935, 45.4712980390786],
      [-73.7080097103994, 45.47334246671],
      [-73.7221390583544, 45.4826358450705],
      [-73.7241021941398, 45.4814064808358],
      [-73.7315756591541, 45.4757155112906],
      [-73.7423991292426, 45.4671531227456],
      [-73.74247528623, 45.4670360365519],
      [-73.7505933570667, 45.4606744381013],
      [-73.7626492898165, 45.4684579890562],
      [-73.7623181805669, 45.4687557278511],
      [-73.7684606113614, 45.4749503791392],
      [-73.7661156464615, 45.4767286467613],
      [-73.7690019457786, 45.4785035754768],
      [-73.7741729540726, 45.4818386741628],
      [-73.7681746120908, 45.4847594283289],
      [-73.7678463791609, 45.485678039566],
      [-73.7664813956616, 45.486482172257],
      [-73.7666703097771, 45.4885693048636],
      [-73.7671205072924, 45.4890902137182],
      [-73.7645934137213, 45.4903739088715],
      [-73.7681822983003, 45.4944507802049],
      [-73.767927191601, 45.4946223655038],
      [-73.7708534417468, 45.4965141396676],
      [-73.7735738316828, 45.4981363521851],
      [-73.7716579558132, 45.4991257181769],
      [-73.7738796981111, 45.5005112554049],
      [-73.770851931212, 45.5015263075263],
      [-73.7725018897261, 45.5025715611262],
      [-73.7709616412032, 45.5034073001873],
      [-73.7692002551043, 45.5040137486001],
      [-73.7671979733428, 45.5027497284985],
      [-73.7653841918245, 45.5034648112556],
      [-73.764601206777, 45.5029446682134],
      [-73.7638615520544, 45.5034953365559],
      [-73.7609994664832, 45.5016752336666],
      [-73.7594306007504, 45.5027766325504],
      [-73.7582371682807, 45.5020414841587],
      [-73.756652358581, 45.5024589334263],
      [-73.7547114610262, 45.5033812068779],
      [-73.7530750881715, 45.5037537247243],
      [-73.7516832079437, 45.5044227485347],
      [-73.7550630650544, 45.5065238038199],
      [-73.7350991221023, 45.5137867482303],
      [-73.7285097856203, 45.5160943522463],
      [-73.7358987648866, 45.5207291683311],
      [-73.7317546325275, 45.5236815365784],
      [-73.7280602953464, 45.5213554616816],
      [-73.7217031155859, 45.5267447688191],
      [-73.7185119695016, 45.5247508136954],
      [-73.7172924358234, 45.5256928911099],
      [-73.7145584630039, 45.5239315629596],
      [-73.7131122096208, 45.5251637887575],
      [-73.7112612170074, 45.5243023856458],
      [-73.7091218538247, 45.5230954877394]]]},
   'properties': {'district': '141-Côte-de-Liesse'},
   'id': '141'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6510270564502, 45.5263874543882],
      [-73.6529551695687, 45.5229726150982],
      [-73.6580588118226, 45.5152954959574],
      [-73.6620316014577, 45.509044066038],
      [-73.6644157884018, 45.5050492992242],
      [-73.6660099573454, 45.5044347648104],
      [-73.6673976326861, 45.5049604588181],
      [-73.6696337564668, 45.5063911079337],
      [-73.6744134053365, 45.5090285090174],
      [-73.6827840991507, 45.5143258168654],
      [-73.6881524418874, 45.5100541386763],
      [-73.6918870159802, 45.5123542857052],
      [-73.7091218538247, 45.5230954877394],
      [-73.6963296087078, 45.5276805484038],
      [-73.6939612003867, 45.528347826243],
      [-73.6897803429098, 45.5288476157777],
      [-73.6870922504792, 45.5286619976995],
      [-73.685195685208, 45.5301022578388],
      [-73.683124268159, 45.5305991300384],
      [-73.6764129283619, 45.5321264506516],
      [-73.6747555535799, 45.5323081056009],
      [-73.6726124365382, 45.5322997327559],
      [-73.6698852350516, 45.5318835785726],
      [-73.6555330494037, 45.5277342274232],
      [-73.6510270564502, 45.5263874543882]]]},
   'properties': {'district': '142-Norman-McLaren'},
   'id': '142'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5696609688417, 45.5965806032278],
      [-73.5687432258054, 45.5949521683749],
      [-73.5690474086577, 45.5937353194892],
      [-73.5686767639537, 45.5922969983003],
      [-73.5663609324088, 45.5883396268265],
      [-73.5642246834943, 45.5872483268508],
      [-73.5642198577817, 45.5854079588427],
      [-73.563949176176, 45.5849798671748],
      [-73.566054883333, 45.5843176844033],
      [-73.5648413846768, 45.5830623920281],
      [-73.5683754804235, 45.5814045757918],
      [-73.5694653361432, 45.5816630209033],
      [-73.5732723109658, 45.5829252463303],
      [-73.5742252628096, 45.5830975713343],
      [-73.5790395581623, 45.5832311484519],
      [-73.5817361693186, 45.5828435232896],
      [-73.5850508708636, 45.5817485572606],
      [-73.5872765077617, 45.5817600646972],
      [-73.5896208961855, 45.5825234015516],
      [-73.5927968176961, 45.5840511668496],
      [-73.5944959844225, 45.585037876555],
      [-73.5961671053026, 45.5863788582573],
      [-73.5985181690096, 45.5893118445279],
      [-73.6020871279873, 45.5931683856944],
      [-73.6032485083726, 45.5942192930034],
      [-73.6086990780645, 45.5965789895409],
      [-73.6101417757025, 45.5974474797099],
      [-73.6116347298964, 45.5986698542549],
      [-73.6130354491493, 45.6003781128039],
      [-73.61467650443, 45.601820884038],
      [-73.6125635803426, 45.604373796832],
      [-73.6092890313816, 45.6081470965116],
      [-73.6079197060538, 45.6094530924621],
      [-73.6062298901187, 45.610759685103],
      [-73.6048043091085, 45.6094292879636],
      [-73.6035616092243, 45.6101078733853],
      [-73.6041139394664, 45.6106174089674],
      [-73.6028907661658, 45.6112216102358],
      [-73.6013378366857, 45.6104025414741],
      [-73.5971103983983, 45.6085989887758],
      [-73.5889961999073, 45.6050220349527],
      [-73.5771288919308, 45.599852413767],
      [-73.576232424293, 45.5992577290381],
      [-73.5745938220503, 45.5986717630315],
      [-73.5726733802096, 45.5977479911912],
      [-73.5696609688417, 45.5965806032278]]]},
   'properties': {'district': '151-Saint-Léonard-Est'},
   'id': '151'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5694653361432, 45.5816630209033],
      [-73.5705509760525, 45.5814521659595],
      [-73.5709328233077, 45.5809046758787],
      [-73.5739953109801, 45.5819266091566],
      [-73.5752604702031, 45.5805388907561],
      [-73.578130955202, 45.5780689341974],
      [-73.5772385119147, 45.5776818920023],
      [-73.584731908233, 45.5691066724291],
      [-73.5871520545273, 45.566412729231],
      [-73.5874046777632, 45.5664890958155],
      [-73.5986381445569, 45.5714628841478],
      [-73.6016424297946, 45.5727835347079],
      [-73.6005459884454, 45.5740149891614],
      [-73.6023753660902, 45.5742891313383],
      [-73.6043589520305, 45.5755705351656],
      [-73.6113135304111, 45.5785547523195],
      [-73.6148320474836, 45.580191303428],
      [-73.6208358233192, 45.5828408672289],
      [-73.623269111324, 45.5839925896586],
      [-73.6242513055513, 45.5846473290482],
      [-73.6267569494518, 45.5854624669655],
      [-73.6280749026379, 45.5838243220039],
      [-73.6288186186035, 45.5832571469721],
      [-73.6296215435427, 45.5838130726522],
      [-73.6202427208594, 45.5951205335532],
      [-73.61467650443, 45.601820884038],
      [-73.6130354491493, 45.6003781128039],
      [-73.6116347298964, 45.5986698542549],
      [-73.6101417757025, 45.5974474797099],
      [-73.6086990780645, 45.5965789895409],
      [-73.6032485083726, 45.5942192930034],
      [-73.6020871279873, 45.5931683856944],
      [-73.5985181690096, 45.5893118445279],
      [-73.5961671053026, 45.5863788582573],
      [-73.5944959844225, 45.585037876555],
      [-73.5927968176961, 45.5840511668496],
      [-73.5896208961855, 45.5825234015516],
      [-73.5872765077617, 45.5817600646972],
      [-73.5850508708636, 45.5817485572606],
      [-73.5817361693186, 45.5828435232896],
      [-73.5790395581623, 45.5832311484519],
      [-73.5742252628096, 45.5830975713343],
      [-73.5732723109658, 45.5829252463303],
      [-73.5694653361432, 45.5816630209033]]]},
   'properties': {'district': '152-Saint-Léonard-Ouest'},
   'id': '152'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5390758626817, 45.4883382585102],
      [-73.5377390087046, 45.4867781311819],
      [-73.5371875080419, 45.4847716425103],
      [-73.5390896331107, 45.4789579782257],
      [-73.5400605004001, 45.4771849523131],
      [-73.5409045352268, 45.4770676622637],
      [-73.544790989561, 45.4746546504853],
      [-73.547897885736, 45.4732945786535],
      [-73.5519632604747, 45.4713851205092],
      [-73.5535995299322, 45.4704935184097],
      [-73.5561183847095, 45.4699434381887],
      [-73.5571517699907, 45.4699658746605],
      [-73.5630845502664, 45.4721519332886],
      [-73.5629773154921, 45.472291406797],
      [-73.5680238353449, 45.4742185784751],
      [-73.5698754985218, 45.474526598925],
      [-73.5723445217071, 45.4741023764959],
      [-73.5731337395658, 45.4754020852012],
      [-73.5751431743146, 45.4755655583636],
      [-73.5776045371727, 45.4761591293053],
      [-73.5787522413781, 45.4747754151352],
      [-73.5814009760351, 45.4720006793341],
      [-73.5831499688592, 45.4704494618721],
      [-73.586192167734, 45.4685776819367],
      [-73.5902980753151, 45.4669303074751],
      [-73.593418397905, 45.4661730419256],
      [-73.5952982354664, 45.4653094409894],
      [-73.5969113989909, 45.4662290782584],
      [-73.6006750017194, 45.4693265503939],
      [-73.6015380888098, 45.4698449656495],
      [-73.5995923966142, 45.4714885118876],
      [-73.5966486659517, 45.4732210790839],
      [-73.5951347718664, 45.4764466331536],
      [-73.5861251156067, 45.4827228896224],
      [-73.5851119123332, 45.4822361060294],
      [-73.5842729287511, 45.4830658950147],
      [-73.5806528881796, 45.4855782409323],
      [-73.5812577295116, 45.4863226865868],
      [-73.5788051804801, 45.4879299741214],
      [-73.5726247033677, 45.4927252183027],
      [-73.5671882558807, 45.4901263927885],
      [-73.5653550896585, 45.4921968620631],
      [-73.5630011277184, 45.4954107671203],
      [-73.561988917097, 45.497173589984],
      [-73.5607477815647, 45.4979125426916],
      [-73.5594748545018, 45.4973055470605],
      [-73.5559728136711, 45.4959454567625],
      [-73.5545777017417, 45.4947339282606],
      [-73.5533130105218, 45.4921853756885],
      [-73.5524160214136, 45.4912899988865],
      [-73.5507109567109, 45.4904150448375],
      [-73.5496180493079, 45.4900890295113],
      [-73.5411879980439, 45.4884799718781],
      [-73.5398824970348, 45.4880751564896],
      [-73.5390758626817, 45.4883382585102]]]},
   'properties': {'district': '161-Saint-HenriPetite-BourgognePointe-Saint-Charles'},
   'id': '161'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5803978450664, 45.4607242060317],
      [-73.580383848446, 45.45869859258],
      [-73.5808415940198, 45.4566805659982],
      [-73.5822612868352, 45.4543201865436],
      [-73.5841878662571, 45.4525126975338],
      [-73.5873026203887, 45.4501968887305],
      [-73.5895426922804, 45.4479760865095],
      [-73.590317536462, 45.4476444830976],
      [-73.5946364116012, 45.4432356001591],
      [-73.5993656298056, 45.437522488597],
      [-73.5996082895714, 45.4375187309259],
      [-73.6118008558715, 45.4394499728596],
      [-73.6104503124607, 45.4429793199455],
      [-73.6094089858961, 45.4442773154325],
      [-73.6052123848584, 45.4479821667775],
      [-73.6048092799479, 45.4489130784869],
      [-73.6068239912076, 45.4545470690524],
      [-73.6136079881888, 45.4576954341346],
      [-73.6201147014597, 45.4548257159799],
      [-73.622324477466, 45.4535901866228],
      [-73.6255515041789, 45.4513172221793],
      [-73.6269986444794, 45.4501430927141],
      [-73.6288149375869, 45.4482900651074],
      [-73.6290926270452, 45.4483946176344],
      [-73.6320301276656, 45.4495010416609],
      [-73.6351722497066, 45.4507225431116],
      [-73.6350181512615, 45.4509158064615],
      [-73.6314544395632, 45.4527593013115],
      [-73.6262003043123, 45.4574918787775],
      [-73.6243236842049, 45.4586553508057],
      [-73.6200562870233, 45.4616683026575],
      [-73.6182352042185, 45.4622268121902],
      [-73.6157015928197, 45.4632907897894],
      [-73.6121904900053, 45.4648542087469],
      [-73.6116004847967, 45.4647691120724],
      [-73.6058459619009, 45.4672881102352],
      [-73.6056266168094, 45.4676031109374],
      [-73.6031619796725, 45.4691032161751],
      [-73.6025897276388, 45.4690525247808],
      [-73.6015380888098, 45.4698449656495],
      [-73.6006750017194, 45.4693265503939],
      [-73.5969113989909, 45.4662290782584],
      [-73.5952982354664, 45.4653094409894],
      [-73.593418397905, 45.4661730419256],
      [-73.5902980753151, 45.4669303074751],
      [-73.586192167734, 45.4685776819367],
      [-73.5831499688592, 45.4704494618721],
      [-73.5814009760351, 45.4720006793341],
      [-73.5787522413781, 45.4747754151352],
      [-73.5776045371727, 45.4761591293053],
      [-73.5751431743146, 45.4755655583636],
      [-73.5731337395658, 45.4754020852012],
      [-73.5723445217071, 45.4741023764959],
      [-73.5717046710668, 45.4728345777635],
      [-73.5722263249864, 45.4666080942859],
      [-73.5725692397967, 45.4663779997673],
      [-73.5760636235492, 45.4665267227639],
      [-73.57595438059, 45.467731089093],
      [-73.5774466724098, 45.4677934094142],
      [-73.5787521792962, 45.467573327191],
      [-73.5788688512642, 45.4664809032158],
      [-73.5806776025411, 45.4665598624633],
      [-73.5810988106852, 45.464472934997],
      [-73.5809592544789, 45.4629192039784],
      [-73.5803978450664, 45.4607242060317]]]},
   'properties': {'district': '162-Saint-PaulÉmard'},
   'id': '162'},
  {'type': 'Feature',
   'geometry': {'type': 'MultiPolygon',
    'coordinates': [[[[-73.561675647957, 45.457026812229],
       [-73.5636503131163, 45.4570986393357],
       [-73.5631589565038, 45.4599505630657],
       [-73.5803978450664, 45.4607242060317],
       [-73.5809592544789, 45.4629192039784],
       [-73.5810988106852, 45.464472934997],
       [-73.5806776025411, 45.4665598624633],
       [-73.5788688512642, 45.4664809032158],
       [-73.5787521792962, 45.467573327191],
       [-73.5774466724098, 45.4677934094142],
       [-73.57595438059, 45.467731089093],
       [-73.5760636235492, 45.4665267227639],
       [-73.5725692397967, 45.4663779997673],
       [-73.5722263249864, 45.4666080942859],
       [-73.5717046710668, 45.4728345777635],
       [-73.5723445217071, 45.4741023764959],
       [-73.5698754985218, 45.474526598925],
       [-73.5680238353449, 45.4742185784751],
       [-73.5629773154921, 45.472291406797],
       [-73.5630845502664, 45.4721519332886],
       [-73.5571517699907, 45.4699658746605],
       [-73.5566742286267, 45.4697998242277],
       [-73.5564729236705, 45.4697250295537],
       [-73.5568919723525, 45.4692509155842],
       [-73.5584979993156, 45.4688652320405],
       [-73.5594741255912, 45.4680886833354],
       [-73.5600314607336, 45.4630762897765],
       [-73.5602070432843, 45.4599716856435],
       [-73.5604361685249, 45.458927727929],
       [-73.561675647957, 45.457026812229]]],
     [[[-73.531939269639, 45.4668762388698],
       [-73.533282030383, 45.4668218592047],
       [-73.5391619813113, 45.4629235420104],
       [-73.5399777236207, 45.4591888832885],
       [-73.5484320046815, 45.4470555292603],
       [-73.5539781715369, 45.4450013623675],
       [-73.5598960265295, 45.4441434701074],
       [-73.5620234184536, 45.4489835563647],
       [-73.5598289224776, 45.4530789952144],
       [-73.5597287567806, 45.4550947277761],
       [-73.5567932176119, 45.4601984189426],
       [-73.5563771935053, 45.4660746682549],
       [-73.5556877795518, 45.4672628311292],
       [-73.5517365614674, 45.4676966587134],
       [-73.5498323828317, 45.4691552202777],
       [-73.5458565074551, 45.4710106620399],
       [-73.544425597308, 45.472837915256],
       [-73.541638672543, 45.4745667491612],
       [-73.539337021061, 45.4752874231563],
       [-73.5374306118892, 45.4744062177182],
       [-73.5344866609104, 45.4708347638261],
       [-73.5344988591904, 45.4699079767891],
       [-73.5334499941273, 45.4695573443126],
       [-73.531939269639, 45.4668762388698]]]]},
   'properties': {'district': "171-ChamplainL'Île-des-Soeurs"},
   'id': '171'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5837871545249, 45.4350036826887],
      [-73.5993656298056, 45.437522488597],
      [-73.5946364116012, 45.4432356001591],
      [-73.590317536462, 45.4476444830976],
      [-73.5895426922804, 45.4479760865095],
      [-73.5873026203887, 45.4501968887305],
      [-73.5841878662571, 45.4525126975338],
      [-73.5822612868352, 45.4543201865436],
      [-73.5808415940198, 45.4566805659982],
      [-73.580383848446, 45.45869859258],
      [-73.5803978450664, 45.4607242060317],
      [-73.5631589565038, 45.4599505630657],
      [-73.5636503131163, 45.4570986393357],
      [-73.561675647957, 45.457026812229],
      [-73.5644316339364, 45.4531214887569],
      [-73.5653629828168, 45.4514382552214],
      [-73.5666188947215, 45.4498773089445],
      [-73.5684785830554, 45.4481879229679],
      [-73.5692699550472, 45.4471436069185],
      [-73.5705853638418, 45.446107961992],
      [-73.5722579304274, 45.444469116852],
      [-73.5739182313887, 45.4433612189646],
      [-73.5756800507555, 45.4416593600233],
      [-73.5779148011138, 45.4400830529182],
      [-73.5837871545249, 45.4350036826887]]]},
   'properties': {'district': '172-Desmarchais-Crawford'},
   'id': '172'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5734800018833, 45.5049709717948],
      [-73.5674300859224, 45.5019457643141],
      [-73.5651563545969, 45.5009257536286],
      [-73.5607477815647, 45.4979125426916],
      [-73.561988917097, 45.497173589984],
      [-73.5630011277184, 45.4954107671203],
      [-73.5653550896585, 45.4921968620631],
      [-73.5671882558807, 45.4901263927885],
      [-73.5726247033677, 45.4927252183027],
      [-73.5788051804801, 45.4879299741214],
      [-73.5812577295116, 45.4863226865868],
      [-73.583103429338, 45.4880924257338],
      [-73.5822957867321, 45.4883263628527],
      [-73.5956809652028, 45.4926003378767],
      [-73.5964675380297, 45.491704867985],
      [-73.6012074615523, 45.4937019439569],
      [-73.6009266859408, 45.4942697485875],
      [-73.6045082688859, 45.4947060857692],
      [-73.6068399722065, 45.4952769144878],
      [-73.6044775189475, 45.4952226776326],
      [-73.6033750499038, 45.4967309718248],
      [-73.6009279740317, 45.4988800346583],
      [-73.5997960499359, 45.5001439911523],
      [-73.5977240363362, 45.5016310280474],
      [-73.594737745289, 45.5028667176493],
      [-73.5941401789655, 45.5033436344744],
      [-73.5956108742759, 45.504064067218],
      [-73.591464574106, 45.508070751295],
      [-73.594191031848, 45.5097864575692],
      [-73.5935088435771, 45.5105257693584],
      [-73.5949672180747, 45.5109069459258],
      [-73.5969012890154, 45.5117790625741],
      [-73.5969405107098, 45.5130415385056],
      [-73.598896296438, 45.5131127563816],
      [-73.5978614314752, 45.5141637733071],
      [-73.5968586638591, 45.5145623065118],
      [-73.5918451342772, 45.5144729450241],
      [-73.5911992183544, 45.5147110287094],
      [-73.5902604532774, 45.5157813641729],
      [-73.5893088980696, 45.5167596569974],
      [-73.582430798457, 45.5136019767056],
      [-73.5786781018666, 45.5117608495828],
      [-73.5785542203746, 45.5104511791594],
      [-73.580113792401, 45.5081921313855],
      [-73.5734800018833, 45.5049709717948]]]},
   'properties': {'district': '181-Peter-McGill'},
   'id': '181'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5448806808084, 45.5191907535652],
      [-73.5464379266303, 45.5162854363298],
      [-73.5468620115755, 45.513857976795],
      [-73.5492190367874, 45.5102959685844],
      [-73.5477210054261, 45.5103219824598],
      [-73.5469030036515, 45.5117340389128],
      [-73.54657799908, 45.5129270270646],
      [-73.5456969917881, 45.512357998283],
      [-73.5463640090514, 45.5093239803744],
      [-73.549695020088, 45.5092129682665],
      [-73.550625003396, 45.5079019928894],
      [-73.5467100456003, 45.5077980094498],
      [-73.5469790182482, 45.5067930379886],
      [-73.5514338758453, 45.5065970940784],
      [-73.5520469804644, 45.5053720127641],
      [-73.5473670408895, 45.5056550070783],
      [-73.5477130465639, 45.5046509913685],
      [-73.552496564402, 45.5042657932143],
      [-73.5528089694944, 45.5031050102093],
      [-73.5479779947401, 45.5032960364571],
      [-73.5483780292475, 45.5021840045336],
      [-73.5528640439438, 45.5019529839854],
      [-73.5523299208625, 45.4996958153214],
      [-73.5495469612169, 45.4995170102135],
      [-73.5501069846685, 45.4916750357777],
      [-73.5489559611269, 45.4916509673111],
      [-73.5478249505202, 45.4998100412319],
      [-73.5461249747178, 45.4997069784511],
      [-73.5466960251749, 45.494926043877],
      [-73.5457370062228, 45.4948960144495],
      [-73.5450679617308, 45.4999819687279],
      [-73.5437740015677, 45.5074910365882],
      [-73.5427789476457, 45.5078289768043],
      [-73.542713028629, 45.5014819775582],
      [-73.5425669725168, 45.4977269821455],
      [-73.5411679652957, 45.4913989983256],
      [-73.5390758626817, 45.4883382585102],
      [-73.5398824970348, 45.4880751564896],
      [-73.5411879980439, 45.4884799718781],
      [-73.5496180493079, 45.4900890295113],
      [-73.5507109567109, 45.4904150448375],
      [-73.5524160214136, 45.4912899988865],
      [-73.5533130105218, 45.4921853756885],
      [-73.5545777017417, 45.4947339282606],
      [-73.5559728136711, 45.4959454567625],
      [-73.5594748545018, 45.4973055470605],
      [-73.5607477815647, 45.4979125426916],
      [-73.5651563545969, 45.5009257536286],
      [-73.5674300859224, 45.5019457643141],
      [-73.5734800018833, 45.5049709717948],
      [-73.5729588302122, 45.5055494196855],
      [-73.571279665339, 45.5083636436696],
      [-73.5655904084691, 45.5210639273018],
      [-73.5655614721314, 45.5213643879447],
      [-73.5652383566418, 45.5238165260966],
      [-73.5568838251035, 45.5199246700318],
      [-73.5537687235941, 45.5232551201153],
      [-73.5497109051325, 45.521356149553],
      [-73.5448806808084, 45.5191907535652]]]},
   'properties': {'district': '182-Saint-Jacques'},
   'id': '182'},
  {'type': 'Feature',
   'geometry': {'type': 'MultiPolygon',
    'coordinates': [[[[-73.5274147442424, 45.5235135910537],
       [-73.5251840405205, 45.5163154069544],
       [-73.5190996853698, 45.4964289566498],
       [-73.5196839019087, 45.4963133966792],
       [-73.5192316055091, 45.4951826206437],
       [-73.5235780132462, 45.4965380018334],
       [-73.5262219855313, 45.4982100373889],
       [-73.5284680362731, 45.4999489748907],
       [-73.5298469696156, 45.5015420394984],
       [-73.5305050225488, 45.5047999722322],
       [-73.5301920008631, 45.5074609662696],
       [-73.5284829714113, 45.5111469746062],
       [-73.5295139475797, 45.521700975721],
       [-73.5275250227419, 45.5218729979917],
       [-73.5274147442424, 45.5235135910537]]],
     [[[-73.5323979026789, 45.5309116588315],
       [-73.5322539821252, 45.5289053155386],
       [-73.532650406906, 45.5287379966455],
       [-73.535473289372, 45.5289601566106],
       [-73.5360719733226, 45.5280409644584],
       [-73.535776948517, 45.527560047342],
       [-73.5344149864457, 45.5272360422621],
       [-73.5339490789414, 45.5259734056912],
       [-73.5318552691702, 45.5248370417729],
       [-73.5314333871381, 45.5222881159041],
       [-73.5315020312839, 45.5206100031596],
       [-73.5304254498686, 45.5175627808954],
       [-73.5300105388493, 45.5149954869969],
       [-73.530089354595, 45.5141148861583],
       [-73.5320378226962, 45.5082952174682],
       [-73.5331764353799, 45.5063562405992],
       [-73.5349739836122, 45.5062349788193],
       [-73.5356400145159, 45.5066940066737],
       [-73.5374959977644, 45.5096790170141],
       [-73.5387299917373, 45.5139430070273],
       [-73.5384300301647, 45.5176120247025],
       [-73.5393770324368, 45.5206029708317],
       [-73.5399389592119, 45.523607991237],
       [-73.5390530375969, 45.5256939673896],
       [-73.5354039767675, 45.5305800445252],
       [-73.5342920245728, 45.5315010077074],
       [-73.5329380014176, 45.53135795749],
       [-73.5323979026789, 45.5309116588315]]],
     [[[-73.5448806808084, 45.5191907535652],
       [-73.5497109051325, 45.521356149553],
       [-73.5537687235941, 45.5232551201153],
       [-73.5568838251035, 45.5199246700318],
       [-73.5652383566418, 45.5238165260966],
       [-73.5641429566138, 45.5273492053093],
       [-73.5613401818778, 45.5359226324552],
       [-73.5592280432661, 45.5399028690768],
       [-73.550216365092, 45.5389758922042],
       [-73.5482541001656, 45.5383569002539],
       [-73.5473499781753, 45.5376709059424],
       [-73.5439636509721, 45.5334697006227],
       [-73.5428587889529, 45.5304546205586],
       [-73.5417879567955, 45.529933001055],
       [-73.542631029933, 45.5272240023092],
       [-73.5433079570219, 45.5259280339674],
       [-73.5450449609183, 45.5202409952069],
       [-73.5448806808084, 45.5191907535652]]]]},
   'properties': {'district': '183-Sainte-Marie'},
   'id': '183'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5986381445569, 45.5714628841478],
      [-73.6027105259893, 45.5669595870386],
      [-73.6076346034193, 45.5613579100341],
      [-73.6093881709895, 45.5598575160123],
      [-73.6142388370954, 45.5543735967318],
      [-73.6161654573353, 45.5519916303917],
      [-73.6217484540132, 45.5544783077209],
      [-73.6240413737876, 45.5555253903511],
      [-73.6453511352974, 45.5647725775888],
      [-73.6446417578686, 45.5658132919643],
      [-73.6362833815582, 45.5758266113331],
      [-73.6363215300962, 45.5759177646435],
      [-73.6327012962769, 45.5799802985646],
      [-73.631962332515, 45.579640175342],
      [-73.6288186186035, 45.5832571469721],
      [-73.6280749026379, 45.5838243220039],
      [-73.6267569494518, 45.5854624669655],
      [-73.6242513055513, 45.5846473290482],
      [-73.623269111324, 45.5839925896586],
      [-73.6208358233192, 45.5828408672289],
      [-73.6148320474836, 45.580191303428],
      [-73.6113135304111, 45.5785547523195],
      [-73.6043589520305, 45.5755705351656],
      [-73.6023753660902, 45.5742891313383],
      [-73.6005459884454, 45.5740149891614],
      [-73.6016424297946, 45.5727835347079],
      [-73.5986381445569, 45.5714628841478]]]},
   'properties': {'district': '191-Saint-Michel'},
   'id': '191'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.5871520545273, 45.566412729231],
      [-73.5863094536503, 45.5661499995185],
      [-73.5910006798707, 45.5607570868859],
      [-73.5975914187124, 45.553207322408],
      [-73.6019471163738, 45.5481178990012],
      [-73.6035398110948, 45.5463469119155],
      [-73.6070387029669, 45.5479557550382],
      [-73.6086846729618, 45.5461409843801],
      [-73.6205880272051, 45.5514560807313],
      [-73.6201064769685, 45.5520190517324],
      [-73.6235005117779, 45.5536358848324],
      [-73.6217484540132, 45.5544783077209],
      [-73.6161654573353, 45.5519916303917],
      [-73.6142388370954, 45.5543735967318],
      [-73.6093881709895, 45.5598575160123],
      [-73.6076346034193, 45.5613579100341],
      [-73.6027105259893, 45.5669595870386],
      [-73.5986381445569, 45.5714628841478],
      [-73.5874046777632, 45.5664890958155],
      [-73.5871520545273, 45.566412729231]]]},
   'properties': {'district': '192-François-Perrault'},
   'id': '192'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6168611349556, 45.5357046144078],
      [-73.618922206967, 45.5366652760056],
      [-73.6407295659042, 45.5429686686779],
      [-73.6398673671325, 45.5441488267699],
      [-73.6363671046978, 45.548169415833],
      [-73.6342899238824, 45.5494628161417],
      [-73.6325600663803, 45.5499795021129],
      [-73.6301686544477, 45.5503989164938],
      [-73.6278096771011, 45.5513024018691],
      [-73.6235005117779, 45.5536358848324],
      [-73.6201064769685, 45.5520190517324],
      [-73.6205880272051, 45.5514560807313],
      [-73.6086846729618, 45.5461409843801],
      [-73.6123252903368, 45.5421333051385],
      [-73.6144250141163, 45.5383032859687],
      [-73.6168611349556, 45.5357046144078]]]},
   'properties': {'district': '193-Villeray'},
   'id': '193'},
  {'type': 'Feature',
   'geometry': {'type': 'Polygon',
    'coordinates': [[[-73.6170925681517, 45.5277209056734],
      [-73.617235572865, 45.5277835686717],
      [-73.6208637881685, 45.5236565043515],
      [-73.6221372911404, 45.5240220054992],
      [-73.6227576775837, 45.5233405909978],
      [-73.6485543103777, 45.5308320827376],
      [-73.6407295659042, 45.5429686686779],
      [-73.618922206967, 45.5366652760056],
      [-73.6168611349556, 45.5357046144078],
      [-73.6182756954315, 45.5346855542873],
      [-73.6215351178101, 45.5311083503899],
      [-73.6190955864224, 45.5306548374863],
      [-73.6174856875378, 45.5297416402976],
      [-73.6170629786343, 45.5290836882431],
      [-73.6170925681517, 45.5277209056734]]]},
   'properties': {'district': '194-Parc-Extension'},
   'id': '194'}]}

## Outline symbol maps.
import plotly.express as px
df = px.data.gapminder()
fig = px.scatter_geo(df, locations="iso_alpha", color="continent", hover_name="country", size="pop",
               animation_frame="year", projection="natural earth")
fig.show()

px.data.gapminder()

	country	continent	year	lifeExp	pop	gdpPercap	iso_alpha	iso_num
0	Afghanistan	Asia	1952	28.801	8425333	779.445314	AFG	4
1	Afghanistan	Asia	1957	30.332	9240934	820.853030	AFG	4
2	Afghanistan	Asia	1962	31.997	10267083	853.100710	AFG	4
3	Afghanistan	Asia	1967	34.020	11537966	836.197138	AFG	4
4	Afghanistan	Asia	1972	36.088	13079460	739.981106	AFG	4
...	...	...	...	...	...	...	...	...
1699	Zimbabwe	Africa	1987	62.351	9216418	706.157306	ZWE	716
1700	Zimbabwe	Africa	1992	60.377	10704340	693.420786	ZWE	716
1701	Zimbabwe	Africa	1997	46.809	11404948	792.449960	ZWE	716
1702	Zimbabwe	Africa	2002	39.989	11926563	672.038623	ZWE	716
1703	Zimbabwe	Africa	2007	43.487	12311143	469.709298	ZWE	716

1704 rows × 8 columns

## Choropleth maps.
import plotly.express as px
df = px.data.gapminder()
fig = px.choropleth(df, locations="iso_alpha", color="lifeExp", hover_name="country", animation_frame="year", range_color=[20,80])
fig.show()

18.3.5.8 Polar Coordinates

## Polar plots.
import plotly.express as px

df = px.data.wind()
fig = px.scatter_polar(df, r="frequency", theta="direction", color="strength", symbol="strength",
            color_discrete_sequence=px.colors.sequential.Plasma_r)
fig.show()

px.data.wind()

	direction	strength	frequency
0	N	0-1	0.5
1	NNE	0-1	0.6
2	NE	0-1	0.5
3	ENE	0-1	0.4
4	E	0-1	0.4
...	...	...	...
123	WSW	6+	0.1
124	W	6+	0.9
125	WNW	6+	2.2
126	NW	6+	1.5
127	NNW	6+	0.2

128 rows × 3 columns

## Radar charts.
import plotly.express as px

df = px.data.wind()
fig = px.line_polar(df, r="frequency", theta="direction", color="strength", line_close=True,
            color_discrete_sequence=px.colors.sequential.Plasma_r)
fig.show()

## Polar bar charts.
import plotly.express as px

df = px.data.wind()
fig = px.bar_polar(df, r="frequency", theta="direction", color="strength", template="plotly_dark",
            color_discrete_sequence= px.colors.sequential.Plasma_r)
fig.show()

18.3.4.8 Ternary Coordinates

Ternary chart info

## Ternary charts.

import plotly.express as px
df = px.data.election()
fig = px.scatter_ternary(df, a="Joly", b="Coderre", c="Bergeron", color="winner", size="total", hover_name="district",
                   size_max=15, color_discrete_map = {"Joly": "blue", "Bergeron": "green", "Coderre":"red"} )
fig.show()